# Running first cell for *weekly* "Search Trends" dataset collection, cleaning, and partial display
import pandas as pd
url = 'symptoms_weekly.csv'
df1 = pd.read_csv(url,index_col=0,parse_dates=[0])
# Find the columns where every value is null
empty_cols = [col for col in df1.columns if df1[col].isnull().all()]
# Drop these columns from the dataframe
df1.drop(empty_cols,
axis=1,
inplace=True)
df1 = df1[df1['sub_region_1_code'].notna()]
df1['open_covid_region_code']=df1['sub_region_1_code']
df1['state_codes']=df1['open_covid_region_code'].str[3:]
#drop 'sub_region_1_code' column bc redundant
redundant = ['place_id']
df1=df1.drop(columns=redundant)
# Delete rows which contains less than 30 non NaN values
df1=df1.dropna(thresh=390)
df1['date']= pd.to_datetime(df1['date'])
#create multi-index constructed from date and open_covid_region_code
df1 = df1.set_index(['open_covid_region_code','date'])
print (df1.head(5))
print (df1.shape)
country_region sub_region_1 \
open_covid_region_code date
US-AL 2020-01-06 United States Alabama
2020-01-13 United States Alabama
2020-01-20 United States Alabama
2020-01-27 United States Alabama
2020-02-03 United States Alabama
sub_region_1_code \
open_covid_region_code date
US-AL 2020-01-06 US-AL
2020-01-13 US-AL
2020-01-20 US-AL
2020-01-27 US-AL
2020-02-03 US-AL
symptom:Abdominal obesity \
open_covid_region_code date
US-AL 2020-01-06 3.33
2020-01-13 3.43
2020-01-20 3.32
2020-01-27 3.17
2020-02-03 3.29
symptom:Abdominal pain symptom:Acne \
open_covid_region_code date
US-AL 2020-01-06 6.25 11.05
2020-01-13 6.27 10.82
2020-01-20 6.29 11.50
2020-01-27 6.22 10.56
2020-02-03 6.20 10.60
symptom:Actinic keratosis \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.46
2020-01-20 0.51
2020-01-27 0.51
2020-02-03 0.53
symptom:Acute bronchitis \
open_covid_region_code date
US-AL 2020-01-06 0.95
2020-01-13 0.85
2020-01-20 0.84
2020-01-27 0.98
2020-02-03 1.01
symptom:Adrenal crisis symptom:Ageusia \
open_covid_region_code date
US-AL 2020-01-06 0.15 0.07
2020-01-13 0.16 0.08
2020-01-20 0.18 0.09
2020-01-27 0.16 0.07
2020-02-03 0.14 0.06
symptom:Alcoholism \
open_covid_region_code date
US-AL 2020-01-06 4.93
2020-01-13 4.99
2020-01-20 5.02
2020-01-27 5.07
2020-02-03 4.93
symptom:Allergic conjunctivitis \
open_covid_region_code date
US-AL 2020-01-06 0.07
2020-01-13 0.07
2020-01-20 0.09
2020-01-27 0.07
2020-02-03 0.08
symptom:Allergy symptom:Amblyopia \
open_covid_region_code date
US-AL 2020-01-06 13.21 0.26
2020-01-13 13.23 0.26
2020-01-20 14.25 0.29
2020-01-27 14.19 0.28
2020-02-03 14.14 0.25
symptom:Amenorrhea symptom:Amnesia \
open_covid_region_code date
US-AL 2020-01-06 0.21 0.50
2020-01-13 0.17 0.58
2020-01-20 0.18 0.63
2020-01-27 0.21 0.62
2020-02-03 0.20 0.61
symptom:Anal fissure symptom:Anaphylaxis \
open_covid_region_code date
US-AL 2020-01-06 0.36 0.48
2020-01-13 0.36 0.53
2020-01-20 0.40 0.50
2020-01-27 0.37 0.52
2020-02-03 0.38 0.55
symptom:Anemia symptom:Angina pectoris \
open_covid_region_code date
US-AL 2020-01-06 2.92 1.31
2020-01-13 3.15 1.39
2020-01-20 3.33 1.39
2020-01-27 3.39 1.41
2020-02-03 3.37 1.38
symptom:Angioedema \
open_covid_region_code date
US-AL 2020-01-06 0.25
2020-01-13 0.23
2020-01-20 0.29
2020-01-27 0.27
2020-02-03 0.28
symptom:Angular cheilitis symptom:Anosmia \
open_covid_region_code date
US-AL 2020-01-06 0.10 0.07
2020-01-13 0.12 0.08
2020-01-20 0.12 0.08
2020-01-27 0.12 0.07
2020-02-03 0.10 0.08
symptom:Anxiety symptom:Aphasia \
open_covid_region_code date
US-AL 2020-01-06 9.91 0.26
2020-01-13 10.09 0.32
2020-01-20 10.10 0.34
2020-01-27 10.45 0.34
2020-02-03 10.25 0.35
symptom:Aphonia symptom:Apnea \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.64
2020-01-13 0.11 0.68
2020-01-20 0.10 0.63
2020-01-27 0.14 0.64
2020-02-03 0.11 0.63
symptom:Arthralgia symptom:Arthritis \
open_covid_region_code date
US-AL 2020-01-06 0.46 7.02
2020-01-13 0.46 7.31
2020-01-20 0.46 7.22
2020-01-27 0.47 7.03
2020-02-03 0.47 6.85
symptom:Ascites symptom:Asperger syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.24 1.28
2020-01-13 0.24 1.35
2020-01-20 0.28 1.36
2020-01-27 0.28 1.41
2020-02-03 0.29 1.32
symptom:Asphyxia symptom:Asthma \
open_covid_region_code date
US-AL 2020-01-06 0.14 2.81
2020-01-13 0.18 2.88
2020-01-20 0.18 2.94
2020-01-27 0.16 3.04
2020-02-03 0.14 3.08
symptom:Astigmatism symptom:Ataxia \
open_covid_region_code date
US-AL 2020-01-06 0.42 0.20
2020-01-13 0.90 0.26
2020-01-20 0.59 0.26
2020-01-27 0.46 0.28
2020-02-03 0.45 0.24
symptom:Atheroma \
open_covid_region_code date
US-AL 2020-01-06 0.20
2020-01-13 0.21
2020-01-20 0.22
2020-01-27 0.22
2020-02-03 0.24
symptom:Attention deficit hyperactivity disorder \
open_covid_region_code date
US-AL 2020-01-06 5.05
2020-01-13 5.19
2020-01-20 5.24
2020-01-27 5.19
2020-02-03 5.25
symptom:Auditory hallucination \
open_covid_region_code date
US-AL 2020-01-06 0.10
2020-01-13 0.10
2020-01-20 0.13
2020-01-27 0.12
2020-02-03 0.14
symptom:Autoimmune disease \
open_covid_region_code date
US-AL 2020-01-06 2.11
2020-01-13 2.47
2020-01-20 2.23
2020-01-27 2.21
2020-02-03 2.19
symptom:Avoidant personality disorder \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.15
2020-01-20 0.15
2020-01-27 0.32
2020-02-03 0.23
symptom:Back pain \
open_covid_region_code date
US-AL 2020-01-06 7.58
2020-01-13 7.69
2020-01-20 7.42
2020-01-27 7.34
2020-02-03 7.27
symptom:Bacterial vaginosis \
open_covid_region_code date
US-AL 2020-01-06 2.32
2020-01-13 2.15
2020-01-20 2.39
2020-01-27 2.34
2020-02-03 2.23
symptom:Balance disorder \
open_covid_region_code date
US-AL 2020-01-06 0.19
2020-01-13 0.17
2020-01-20 0.18
2020-01-27 0.19
2020-02-03 0.18
symptom:Beau's lines symptom:Bell's palsy \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.33
2020-01-13 0.14 0.33
2020-01-20 0.17 0.32
2020-01-27 0.12 0.31
2020-02-03 0.14 0.29
symptom:Biliary colic \
open_covid_region_code date
US-AL 2020-01-06 0.37
2020-01-13 0.40
2020-01-20 0.37
2020-01-27 0.37
2020-02-03 0.39
symptom:Binge eating symptom:Bleeding \
open_covid_region_code date
US-AL 2020-01-06 0.24 5.45
2020-01-13 0.29 5.52
2020-01-20 0.27 5.98
2020-01-27 0.31 5.74
2020-02-03 0.33 5.72
symptom:Bleeding on probing \
open_covid_region_code date
US-AL 2020-01-06 0.20
2020-01-13 0.23
2020-01-20 0.21
2020-01-27 0.21
2020-02-03 0.21
symptom:Blepharospasm symptom:Bloating \
open_covid_region_code date
US-AL 2020-01-06 0.64 2.88
2020-01-13 0.66 2.88
2020-01-20 0.66 2.91
2020-01-27 0.67 2.92
2020-02-03 0.69 2.88
symptom:Blood in stool \
open_covid_region_code date
US-AL 2020-01-06 0.60
2020-01-13 0.59
2020-01-20 0.61
2020-01-27 0.60
2020-02-03 0.64
symptom:Blurred vision symptom:Blushing \
open_covid_region_code date
US-AL 2020-01-06 0.54 0.26
2020-01-13 0.92 0.25
2020-01-20 0.72 0.29
2020-01-27 0.60 0.29
2020-02-03 0.54 0.27
symptom:Boil symptom:Bone fracture \
open_covid_region_code date
US-AL 2020-01-06 1.46 4.17
2020-01-13 1.55 4.09
2020-01-20 1.51 4.15
2020-01-27 1.47 4.29
2020-02-03 1.43 4.21
symptom:Bone tumor \
open_covid_region_code date
US-AL 2020-01-06 0.30
2020-01-13 0.32
2020-01-20 0.31
2020-01-27 0.30
2020-02-03 0.29
symptom:Bowel obstruction \
open_covid_region_code date
US-AL 2020-01-06 0.38
2020-01-13 0.41
2020-01-20 0.43
2020-01-27 0.42
2020-02-03 0.41
symptom:Bradycardia \
open_covid_region_code date
US-AL 2020-01-06 0.79
2020-01-13 0.87
2020-01-20 0.84
2020-01-27 0.90
2020-02-03 0.84
symptom:Braxton Hicks contractions \
open_covid_region_code date
US-AL 2020-01-06 0.64
2020-01-13 0.61
2020-01-20 0.64
2020-01-27 0.64
2020-02-03 0.59
symptom:Breakthrough bleeding \
open_covid_region_code date
US-AL 2020-01-06 1.12
2020-01-13 1.12
2020-01-20 1.12
2020-01-27 1.09
2020-02-03 1.05
symptom:Breast pain symptom:Bronchitis \
open_covid_region_code date
US-AL 2020-01-06 0.77 1.39
2020-01-13 0.79 1.28
2020-01-20 0.75 1.33
2020-01-27 0.73 1.42
2020-02-03 0.72 1.50
symptom:Bruise symptom:Bruxism \
open_covid_region_code date
US-AL 2020-01-06 2.07 0.37
2020-01-13 2.12 0.35
2020-01-20 2.08 0.35
2020-01-27 2.13 0.37
2020-02-03 2.13 0.37
symptom:Bunion symptom:Burn \
open_covid_region_code date
US-AL 2020-01-06 0.65 2.27
2020-01-13 0.63 2.32
2020-01-20 0.58 2.46
2020-01-27 0.60 2.36
2020-02-03 0.58 2.35
symptom:Burning Chest Pain \
open_covid_region_code date
US-AL 2020-01-06 0.08
2020-01-13 0.07
2020-01-20 0.07
2020-01-27 0.07
2020-02-03 0.09
symptom:Burning mouth syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.24
2020-01-20 0.24
2020-01-27 0.23
2020-02-03 0.22
symptom:Candidiasis symptom:Canker sore \
open_covid_region_code date
US-AL 2020-01-06 4.33 1.28
2020-01-13 4.29 1.27
2020-01-20 4.36 1.36
2020-01-27 4.23 1.32
2020-02-03 4.14 1.36
symptom:Cardiac arrest \
open_covid_region_code date
US-AL 2020-01-06 0.60
2020-01-13 0.67
2020-01-20 0.63
2020-01-27 0.68
2020-02-03 0.69
symptom:Carpal tunnel syndrome \
open_covid_region_code date
US-AL 2020-01-06 1.11
2020-01-13 1.14
2020-01-20 1.13
2020-01-27 1.14
2020-02-03 1.08
symptom:Cataplexy symptom:Cataract \
open_covid_region_code date
US-AL 2020-01-06 0.17 0.75
2020-01-13 0.26 0.77
2020-01-20 0.24 0.79
2020-01-27 0.20 0.75
2020-02-03 0.26 0.71
symptom:Chancre symptom:Cheilitis \
open_covid_region_code date
US-AL 2020-01-06 0.31 0.43
2020-01-13 0.31 0.35
2020-01-20 0.27 0.66
2020-01-27 0.33 0.44
2020-02-03 0.26 0.36
symptom:Chest pain symptom:Chills \
open_covid_region_code date
US-AL 2020-01-06 2.04 0.53
2020-01-13 2.03 0.53
2020-01-20 2.01 0.58
2020-01-27 2.10 0.80
2020-02-03 2.14 0.78
symptom:Chorea symptom:Chronic pain \
open_covid_region_code date
US-AL 2020-01-06 0.13 1.41
2020-01-13 0.18 1.45
2020-01-20 0.19 1.53
2020-01-27 0.22 1.51
2020-02-03 0.21 1.48
symptom:Cirrhosis \
open_covid_region_code date
US-AL 2020-01-06 1.05
2020-01-13 1.04
2020-01-20 1.05
2020-01-27 1.06
2020-02-03 1.07
symptom:Cleft lip and cleft palate \
open_covid_region_code date
US-AL 2020-01-06 0.24
2020-01-13 0.43
2020-01-20 0.23
2020-01-27 0.20
2020-02-03 0.20
symptom:Clouding of consciousness \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.12
2020-01-20 0.14
2020-01-27 0.13
2020-02-03 0.13
symptom:Cluster headache symptom:Colitis \
open_covid_region_code date
US-AL 2020-01-06 0.34 0.73
2020-01-13 0.34 0.80
2020-01-20 0.36 0.74
2020-01-27 0.34 0.74
2020-02-03 0.38 0.68
symptom:Coma symptom:Common cold \
open_covid_region_code date
US-AL 2020-01-06 0.30 17.57
2020-01-13 0.36 16.60
2020-01-20 0.36 25.14
2020-01-27 0.40 34.74
2020-02-03 0.37 27.79
symptom:Compulsive behavior \
open_covid_region_code date
US-AL 2020-01-06 0.71
2020-01-13 0.77
2020-01-20 0.82
2020-01-27 0.81
2020-02-03 0.76
symptom:Compulsive hoarding \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.15
2020-01-20 0.17
2020-01-27 0.19
2020-02-03 0.16
symptom:Confusion \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.33
2020-01-20 0.33
2020-01-27 0.35
2020-02-03 0.35
symptom:Congenital heart defect \
open_covid_region_code date
US-AL 2020-01-06 0.32
2020-01-13 0.34
2020-01-20 0.36
2020-01-27 0.44
2020-02-03 0.52
symptom:Conjunctivitis \
open_covid_region_code date
US-AL 2020-01-06 1.28
2020-01-13 1.33
2020-01-20 1.42
2020-01-27 1.37
2020-02-03 1.43
symptom:Constipation symptom:Convulsion \
open_covid_region_code date
US-AL 2020-01-06 4.75 0.46
2020-01-13 4.86 0.48
2020-01-20 5.00 0.51
2020-01-27 4.78 0.56
2020-02-03 4.67 0.55
symptom:Cough symptom:Crackles \
open_covid_region_code date
US-AL 2020-01-06 10.60 0.11
2020-01-13 10.09 0.10
2020-01-20 11.55 0.11
2020-01-27 13.52 0.15
2020-02-03 13.60 0.15
symptom:Cramp symptom:Crepitus \
open_covid_region_code date
US-AL 2020-01-06 4.35 0.11
2020-01-13 4.38 0.14
2020-01-20 4.25 0.12
2020-01-27 4.16 0.14
2020-02-03 4.12 0.13
symptom:Croup symptom:Cyanosis \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.15
2020-01-13 0.28 0.14
2020-01-20 0.33 0.15
2020-01-27 0.37 0.16
2020-02-03 0.36 0.16
symptom:Dandruff \
open_covid_region_code date
US-AL 2020-01-06 1.48
2020-01-13 1.51
2020-01-20 1.57
2020-01-27 1.50
2020-02-03 1.49
symptom:Delayed onset muscle soreness \
open_covid_region_code date
US-AL 2020-01-06 0.80
2020-01-13 0.76
2020-01-20 0.65
2020-01-27 0.69
2020-02-03 0.65
symptom:Dementia \
open_covid_region_code date
US-AL 2020-01-06 2.76
2020-01-13 3.10
2020-01-20 3.24
2020-01-27 3.09
2020-02-03 2.99
symptom:Dentin hypersensitivity \
open_covid_region_code date
US-AL 2020-01-06 0.36
2020-01-13 0.33
2020-01-20 0.34
2020-01-27 0.34
2020-02-03 0.35
symptom:Depersonalization \
open_covid_region_code date
US-AL 2020-01-06 0.09
2020-01-13 0.09
2020-01-20 0.10
2020-01-27 0.11
2020-02-03 0.09
symptom:Depression symptom:Dermatitis \
open_covid_region_code date
US-AL 2020-01-06 5.67 3.27
2020-01-13 6.00 3.16
2020-01-20 6.16 3.72
2020-01-27 6.18 3.31
2020-02-03 6.08 3.11
symptom:Desquamation \
open_covid_region_code date
US-AL 2020-01-06 0.49
2020-01-13 0.46
2020-01-20 0.56
2020-01-27 0.47
2020-02-03 0.46
symptom:Developmental disability \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.17
2020-01-20 0.15
2020-01-27 0.16
2020-02-03 0.18
symptom:Diabetes \
open_covid_region_code date
US-AL 2020-01-06 12.07
2020-01-13 12.46
2020-01-20 12.54
2020-01-27 12.47
2020-02-03 12.07
symptom:Diabetic ketoacidosis \
open_covid_region_code date
US-AL 2020-01-06 0.40
2020-01-13 0.40
2020-01-20 0.43
2020-01-27 0.44
2020-02-03 0.37
symptom:Diarrhea symptom:Dizziness \
open_covid_region_code date
US-AL 2020-01-06 5.23 2.23
2020-01-13 5.31 2.23
2020-01-20 5.41 2.29
2020-01-27 5.48 2.21
2020-02-03 5.68 2.25
symptom:Dry eye syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.88
2020-01-13 0.93
2020-01-20 1.00
2020-01-27 0.91
2020-02-03 0.87
symptom:Dysautonomia symptom:Dysgeusia \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.14
2020-01-13 0.25 0.15
2020-01-20 0.24 0.14
2020-01-27 0.25 0.15
2020-02-03 0.25 0.13
symptom:Dysmenorrhea symptom:Dyspareunia \
open_covid_region_code date
US-AL 2020-01-06 1.73 0.17
2020-01-13 1.71 0.18
2020-01-20 1.66 0.20
2020-01-27 1.65 0.18
2020-02-03 1.61 0.18
symptom:Dysphagia symptom:Dysphoria \
open_covid_region_code date
US-AL 2020-01-06 0.39 0.20
2020-01-13 0.48 0.20
2020-01-20 0.51 0.20
2020-01-27 0.63 0.26
2020-02-03 0.56 0.20
symptom:Dystonia symptom:Dysuria \
open_covid_region_code date
US-AL 2020-01-06 0.18 0.27
2020-01-13 0.20 0.24
2020-01-20 0.19 0.24
2020-01-27 0.19 0.22
2020-02-03 0.21 0.26
symptom:Ear pain symptom:Eczema \
open_covid_region_code date
US-AL 2020-01-06 1.06 0.28
2020-01-13 1.06 0.24
2020-01-20 1.04 0.33
2020-01-27 1.09 0.26
2020-02-03 1.10 0.26
symptom:Edema symptom:Encephalitis \
open_covid_region_code date
US-AL 2020-01-06 1.09 0.20
2020-01-13 1.22 0.26
2020-01-20 1.27 0.23
2020-01-27 1.19 0.24
2020-02-03 1.23 0.24
symptom:Encephalopathy \
open_covid_region_code date
US-AL 2020-01-06 0.26
2020-01-13 0.81
2020-01-20 0.71
2020-01-27 0.45
2020-02-03 0.35
symptom:Epidermoid cyst symptom:Epilepsy \
open_covid_region_code date
US-AL 2020-01-06 0.39 3.49
2020-01-13 0.40 3.69
2020-01-20 0.97 3.63
2020-01-27 0.36 3.69
2020-02-03 0.35 3.56
symptom:Epiphora \
open_covid_region_code date
US-AL 2020-01-06 0.11
2020-01-13 0.13
2020-01-20 0.16
2020-01-27 0.13
2020-02-03 0.11
symptom:Erectile dysfunction \
open_covid_region_code date
US-AL 2020-01-06 3.94
2020-01-13 4.08
2020-01-20 4.19
2020-01-27 4.09
2020-02-03 4.13
symptom:Erythema \
open_covid_region_code date
US-AL 2020-01-06 0.67
2020-01-13 0.67
2020-01-20 0.76
2020-01-27 0.71
2020-02-03 0.70
symptom:Erythema chronicum migrans \
open_covid_region_code date
US-AL 2020-01-06 2.96
2020-01-13 0.40
2020-01-20 0.25
2020-01-27 0.29
2020-02-03 0.27
symptom:Esophagitis \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.18
2020-01-20 0.17
2020-01-27 0.17
2020-02-03 0.19
symptom:Excessive daytime sleepiness \
open_covid_region_code date
US-AL 2020-01-06 0.42
2020-01-13 0.55
2020-01-20 0.54
2020-01-27 0.44
2020-02-03 0.57
symptom:Eye pain symptom:Eye strain \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.38
2020-01-13 0.22 0.39
2020-01-20 0.25 0.36
2020-01-27 0.24 0.35
2020-02-03 0.22 0.33
symptom:Facial nerve paralysis \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.28
2020-01-20 0.29
2020-01-27 0.28
2020-02-03 0.27
symptom:Facial swelling \
open_covid_region_code date
US-AL 2020-01-06 0.18
2020-01-13 0.17
2020-01-20 0.17
2020-01-27 0.17
2020-02-03 0.17
symptom:Fasciculation symptom:Fatigue \
open_covid_region_code date
US-AL 2020-01-06 1.09 6.43
2020-01-13 1.09 6.74
2020-01-20 1.07 6.72
2020-01-27 1.10 6.96
2020-02-03 1.08 6.88
symptom:Fatty liver disease \
open_covid_region_code date
US-AL 2020-01-06 0.60
2020-01-13 0.56
2020-01-20 0.60
2020-01-27 0.58
2020-02-03 0.58
symptom:Fecal incontinence symptom:Fever \
open_covid_region_code date
US-AL 2020-01-06 0.23 5.24
2020-01-13 0.22 5.63
2020-01-20 0.23 6.37
2020-01-27 0.25 7.49
2020-02-03 0.21 7.37
symptom:Fibrillation \
open_covid_region_code date
US-AL 2020-01-06 0.73
2020-01-13 0.80
2020-01-20 0.81
2020-01-27 0.80
2020-02-03 0.83
symptom:Fibrocystic breast changes \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.17
2020-01-20 0.20
2020-01-27 0.20
2020-02-03 0.19
symptom:Fibromyalgia symptom:Flatulence \
open_covid_region_code date
US-AL 2020-01-06 0.91 3.21
2020-01-13 0.92 3.30
2020-01-20 0.97 3.34
2020-01-27 0.97 3.40
2020-02-03 0.91 3.33
symptom:Floater symptom:Focal seizure \
open_covid_region_code date
US-AL 2020-01-06 0.29 0.18
2020-01-13 0.32 0.21
2020-01-20 0.32 0.22
2020-01-27 0.31 0.20
2020-02-03 0.30 0.21
symptom:Folate deficiency \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.27
2020-01-20 0.30
2020-01-27 0.30
2020-02-03 0.30
symptom:Food craving \
open_covid_region_code date
US-AL 2020-01-06 0.85
2020-01-13 0.78
2020-01-20 0.75
2020-01-27 0.71
2020-02-03 0.73
symptom:Food intolerance \
open_covid_region_code date
US-AL 2020-01-06 0.72
2020-01-13 0.75
2020-01-20 0.76
2020-01-27 0.76
2020-02-03 0.67
symptom:Frequent urination \
open_covid_region_code date
US-AL 2020-01-06 0.74
2020-01-13 0.80
2020-01-20 0.75
2020-01-27 0.72
2020-02-03 0.72
symptom:Gastroesophageal reflux disease \
open_covid_region_code date
US-AL 2020-01-06 5.63
2020-01-13 5.77
2020-01-20 5.52
2020-01-27 5.58
2020-02-03 5.61
symptom:Gastroparesis \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.23
2020-01-20 0.23
2020-01-27 0.21
2020-02-03 0.23
symptom:Generalized anxiety disorder \
open_covid_region_code date
US-AL 2020-01-06 1.53
2020-01-13 1.55
2020-01-20 1.60
2020-01-27 1.59
2020-02-03 1.59
symptom:Generalized tonic–clonic seizure \
open_covid_region_code date
US-AL 2020-01-06 0.29
2020-01-13 0.30
2020-01-20 0.31
2020-01-27 0.31
2020-02-03 0.30
symptom:Genital wart \
open_covid_region_code date
US-AL 2020-01-06 1.43
2020-01-13 1.42
2020-01-20 1.34
2020-01-27 1.40
2020-02-03 1.31
symptom:Gingival recession \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.16
2020-01-20 0.15
2020-01-27 0.16
2020-02-03 0.15
symptom:Gingivitis \
open_covid_region_code date
US-AL 2020-01-06 0.59
2020-01-13 0.57
2020-01-20 0.58
2020-01-27 0.61
2020-02-03 0.56
symptom:Globus pharyngis symptom:Goitre \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.21
2020-01-13 0.13 0.22
2020-01-20 0.13 0.23
2020-01-27 0.14 0.21
2020-02-03 0.14 0.23
symptom:Gout symptom:Grandiosity \
open_covid_region_code date
US-AL 2020-01-06 1.50 0.16
2020-01-13 1.55 0.17
2020-01-20 1.54 0.19
2020-01-27 1.46 0.21
2020-02-03 1.49 0.19
symptom:Granuloma symptom:Guilt \
open_covid_region_code date
US-AL 2020-01-06 0.24 0.39
2020-01-13 0.23 0.41
2020-01-20 0.26 0.42
2020-01-27 0.24 0.42
2020-02-03 0.25 0.44
symptom:Hair loss symptom:Halitosis \
open_covid_region_code date
US-AL 2020-01-06 5.86 0.77
2020-01-13 6.18 0.77
2020-01-20 6.14 0.85
2020-01-27 5.83 0.84
2020-02-03 6.04 0.80
symptom:Hay fever symptom:Headache \
open_covid_region_code date
US-AL 2020-01-06 2.03 6.32
2020-01-13 1.99 6.29
2020-01-20 2.22 7.41
2020-01-27 2.24 6.21
2020-02-03 2.32 6.13
symptom:Heart arrhythmia \
open_covid_region_code date
US-AL 2020-01-06 2.85
2020-01-13 3.11
2020-01-20 3.13
2020-01-27 3.09
2020-02-03 3.12
symptom:Heart murmur symptom:Heartburn \
open_covid_region_code date
US-AL 2020-01-06 0.22 4.39
2020-01-13 0.24 4.42
2020-01-20 0.29 4.18
2020-01-27 0.28 4.11
2020-02-03 0.28 4.07
symptom:Hematochezia symptom:Hematoma \
open_covid_region_code date
US-AL 2020-01-06 0.29 0.43
2020-01-13 0.29 0.45
2020-01-20 0.30 0.52
2020-01-27 0.28 0.46
2020-02-03 0.28 0.50
symptom:Hematuria symptom:Hemolysis \
open_covid_region_code date
US-AL 2020-01-06 0.58 0.09
2020-01-13 0.58 0.09
2020-01-20 0.58 0.12
2020-01-27 0.62 0.11
2020-02-03 0.59 0.10
symptom:Hemoptysis symptom:Hemorrhoids \
open_covid_region_code date
US-AL 2020-01-06 0.17 2.03
2020-01-13 0.15 2.00
2020-01-20 0.22 2.03
2020-01-27 0.20 1.98
2020-02-03 0.18 2.02
symptom:Hepatic encephalopathy \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.18
2020-01-20 0.18
2020-01-27 0.18
2020-02-03 0.18
symptom:Hepatitis symptom:Hepatotoxicity \
open_covid_region_code date
US-AL 2020-01-06 1.38 0.16
2020-01-13 1.42 0.19
2020-01-20 1.44 0.19
2020-01-27 1.72 0.19
2020-02-03 1.30 0.18
symptom:Hiccup symptom:Hip pain \
open_covid_region_code date
US-AL 2020-01-06 0.66 1.26
2020-01-13 0.70 1.27
2020-01-20 0.65 1.19
2020-01-27 0.67 1.22
2020-02-03 0.64 1.22
symptom:Hives symptom:Hot flash \
open_covid_region_code date
US-AL 2020-01-06 1.51 0.96
2020-01-13 1.52 1.05
2020-01-20 1.70 0.84
2020-01-27 1.62 0.88
2020-02-03 1.61 0.92
symptom:Hydrocephalus \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.19
2020-01-20 0.21
2020-01-27 0.26
2020-02-03 0.22
symptom:Hypercalcaemia \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.20
2020-01-20 0.19
2020-01-27 0.24
2020-02-03 0.21
symptom:Hypercapnia \
open_covid_region_code date
US-AL 2020-01-06 0.10
2020-01-13 0.11
2020-01-20 0.12
2020-01-27 0.13
2020-02-03 0.12
symptom:Hypercholesterolemia \
open_covid_region_code date
US-AL 2020-01-06 1.83
2020-01-13 1.96
2020-01-20 2.02
2020-01-27 2.10
2020-02-03 1.99
symptom:Hyperemesis gravidarum \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.15
2020-01-20 0.16
2020-01-27 0.18
2020-02-03 0.14
symptom:Hyperglycemia \
open_covid_region_code date
US-AL 2020-01-06 1.54
2020-01-13 1.67
2020-01-20 1.70
2020-01-27 1.71
2020-02-03 1.70
symptom:Hyperkalemia \
open_covid_region_code date
US-AL 2020-01-06 0.81
2020-01-13 0.88
2020-01-20 0.92
2020-01-27 0.91
2020-02-03 0.86
symptom:Hyperlipidemia \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.27
2020-01-20 0.30
2020-01-27 0.30
2020-02-03 0.30
symptom:Hypermobility \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.21
2020-01-20 0.20
2020-01-27 0.22
2020-02-03 0.18
symptom:Hyperpigmentation \
open_covid_region_code date
US-AL 2020-01-06 0.99
2020-01-13 1.00
2020-01-20 1.08
2020-01-27 1.04
2020-02-03 1.07
symptom:Hypersomnia symptom:Hypertension \
open_covid_region_code date
US-AL 2020-01-06 0.14 11.07
2020-01-13 0.14 11.21
2020-01-20 0.14 11.35
2020-01-27 0.12 11.45
2020-02-03 0.15 11.14
symptom:Hyperthermia \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.30
2020-01-20 0.30
2020-01-27 0.36
2020-02-03 0.32
symptom:Hyperthyroidism \
open_covid_region_code date
US-AL 2020-01-06 1.42
2020-01-13 1.64
2020-01-20 1.67
2020-01-27 1.59
2020-02-03 1.49
symptom:Hypertriglyceridemia \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.33
2020-01-20 0.38
2020-01-27 0.42
2020-02-03 0.39
symptom:Hypertrophy \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.39
2020-01-20 0.42
2020-01-27 0.39
2020-02-03 0.37
symptom:Hyperventilation \
open_covid_region_code date
US-AL 2020-01-06 0.10
2020-01-13 0.11
2020-01-20 0.19
2020-01-27 0.19
2020-02-03 0.16
symptom:Hypocalcaemia \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.23
2020-01-20 0.25
2020-01-27 0.25
2020-02-03 0.25
symptom:Hypochondriasis \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.14
2020-01-20 0.13
2020-01-27 0.14
2020-02-03 0.15
symptom:Hypoglycemia symptom:Hypogonadism \
open_covid_region_code date
US-AL 2020-01-06 1.08 1.03
2020-01-13 1.11 1.05
2020-01-20 1.10 1.01
2020-01-27 1.08 1.01
2020-02-03 1.09 1.01
symptom:Hypokalemia symptom:Hypomania \
open_covid_region_code date
US-AL 2020-01-06 1.00 0.15
2020-01-13 1.11 0.17
2020-01-20 1.13 0.16
2020-01-27 1.15 0.16
2020-02-03 1.06 0.15
symptom:Hyponatremia symptom:Hypotension \
open_covid_region_code date
US-AL 2020-01-06 0.35 1.80
2020-01-13 0.40 1.93
2020-01-20 0.41 1.86
2020-01-27 0.44 1.89
2020-02-03 0.39 1.91
symptom:Hypothyroidism symptom:Hypoxemia \
open_covid_region_code date
US-AL 2020-01-06 2.30 0.26
2020-01-13 2.58 0.29
2020-01-20 2.51 0.28
2020-01-27 2.54 0.36
2020-02-03 2.38 0.33
symptom:Hypoxia symptom:Impetigo \
open_covid_region_code date
US-AL 2020-01-06 0.20 0.26
2020-01-13 0.24 0.28
2020-01-20 0.25 0.29
2020-01-27 0.28 0.29
2020-02-03 0.28 0.31
symptom:Implantation bleeding \
open_covid_region_code date
US-AL 2020-01-06 1.73
2020-01-13 1.66
2020-01-20 1.70
2020-01-27 1.62
2020-02-03 1.56
symptom:Impulsivity symptom:Indigestion \
open_covid_region_code date
US-AL 2020-01-06 0.51 1.96
2020-01-13 0.54 2.03
2020-01-20 0.56 1.98
2020-01-27 0.56 2.03
2020-02-03 0.54 2.02
symptom:Infection symptom:Inflammation \
open_covid_region_code date
US-AL 2020-01-06 34.56 7.91
2020-01-13 32.22 8.13
2020-01-20 37.92 8.19
2020-01-27 46.26 8.27
2020-02-03 38.45 8.11
symptom:Inflammatory bowel disease \
open_covid_region_code date
US-AL 2020-01-06 1.44
2020-01-13 1.48
2020-01-20 1.54
2020-01-27 1.46
2020-02-03 1.41
symptom:Ingrown hair symptom:Insomnia \
open_covid_region_code date
US-AL 2020-01-06 0.89 4.64
2020-01-13 0.90 4.55
2020-01-20 0.93 4.43
2020-01-27 0.90 4.43
2020-02-03 0.92 4.46
symptom:Insulin resistance \
open_covid_region_code date
US-AL 2020-01-06 0.52
2020-01-13 0.55
2020-01-20 0.56
2020-01-27 0.54
2020-02-03 0.54
symptom:Intermenstrual bleeding \
open_covid_region_code date
US-AL 2020-01-06 0.34
2020-01-13 0.34
2020-01-20 0.34
2020-01-27 0.32
2020-02-03 0.31
symptom:Intracranial pressure \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.38
2020-01-20 0.46
2020-01-27 0.42
2020-02-03 0.39
symptom:Iron deficiency \
open_covid_region_code date
US-AL 2020-01-06 2.16
2020-01-13 2.23
2020-01-20 2.30
2020-01-27 2.29
2020-02-03 2.23
symptom:Irregular menstruation \
open_covid_region_code date
US-AL 2020-01-06 0.65
2020-01-13 0.67
2020-01-20 0.66
2020-01-27 0.67
2020-02-03 0.62
symptom:Itch symptom:Jaundice \
open_covid_region_code date
US-AL 2020-01-06 9.24 0.64
2020-01-13 9.29 0.67
2020-01-20 9.94 0.67
2020-01-27 9.23 0.92
2020-02-03 9.34 0.68
symptom:Kidney failure \
open_covid_region_code date
US-AL 2020-01-06 1.90
2020-01-13 2.04
2020-01-20 2.02
2020-01-27 2.06
2020-02-03 2.09
symptom:Kidney stone symptom:Knee Pain \
open_covid_region_code date
US-AL 2020-01-06 2.06 2.24
2020-01-13 2.10 2.21
2020-01-20 2.01 2.16
2020-01-27 2.03 2.20
2020-02-03 1.99 2.10
symptom:Kyphosis \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.20
2020-01-20 0.17
2020-01-27 0.16
2020-02-03 0.17
symptom:Lactose intolerance \
open_covid_region_code date
US-AL 2020-01-06 0.88
2020-01-13 0.86
2020-01-20 0.92
2020-01-27 0.90
2020-02-03 0.85
symptom:Laryngitis symptom:Leg cramps \
open_covid_region_code date
US-AL 2020-01-06 0.20 0.60
2020-01-13 0.20 0.64
2020-01-20 0.20 0.59
2020-01-27 0.22 0.60
2020-02-03 0.24 0.58
symptom:Lesion symptom:Leukorrhea \
open_covid_region_code date
US-AL 2020-01-06 1.36 0.31
2020-01-13 1.42 0.27
2020-01-20 1.52 0.31
2020-01-27 1.56 0.25
2020-02-03 1.53 0.27
symptom:Lightheadedness \
open_covid_region_code date
US-AL 2020-01-06 0.67
2020-01-13 0.69
2020-01-20 0.69
2020-01-27 0.69
2020-02-03 0.69
symptom:Low back pain \
open_covid_region_code date
US-AL 2020-01-06 3.93
2020-01-13 4.00
2020-01-20 3.85
2020-01-27 3.78
2020-02-03 3.70
symptom:Low-grade fever \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.26
2020-01-20 0.30
2020-01-27 0.42
2020-02-03 0.38
symptom:Lymphedema \
open_covid_region_code date
US-AL 2020-01-06 0.27
2020-01-13 0.29
2020-01-20 0.51
2020-01-27 0.36
2020-02-03 0.29
symptom:Major depressive disorder \
open_covid_region_code date
US-AL 2020-01-06 5.70
2020-01-13 5.91
2020-01-20 5.91
2020-01-27 5.93
2020-02-03 5.99
symptom:Malabsorption \
open_covid_region_code date
US-AL 2020-01-06 0.18
2020-01-13 0.18
2020-01-20 0.19
2020-01-27 0.16
2020-02-03 0.19
symptom:Male infertility \
open_covid_region_code date
US-AL 2020-01-06 0.19
2020-01-13 0.19
2020-01-20 0.21
2020-01-27 0.20
2020-02-03 0.18
symptom:Manic Disorder symptom:Melasma \
open_covid_region_code date
US-AL 2020-01-06 0.76 0.25
2020-01-13 0.80 0.22
2020-01-20 0.83 0.24
2020-01-27 0.80 0.24
2020-02-03 0.83 0.27
symptom:Melena symptom:Meningitis \
open_covid_region_code date
US-AL 2020-01-06 0.35 0.67
2020-01-13 0.37 0.78
2020-01-20 0.35 0.63
2020-01-27 0.39 0.67
2020-02-03 0.36 0.69
symptom:Menorrhagia \
open_covid_region_code date
US-AL 2020-01-06 1.01
2020-01-13 1.03
2020-01-20 1.04
2020-01-27 0.97
2020-02-03 0.95
symptom:Middle back pain symptom:Migraine \
open_covid_region_code date
US-AL 2020-01-06 0.50 6.26
2020-01-13 0.50 6.31
2020-01-20 0.44 7.38
2020-01-27 0.47 6.18
2020-02-03 0.45 6.12
symptom:Milium \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.32
2020-01-20 0.33
2020-01-27 0.31
2020-02-03 0.32
symptom:Mitral insufficiency \
open_covid_region_code date
US-AL 2020-01-06 0.23
2020-01-13 0.28
2020-01-20 0.32
2020-01-27 0.29
2020-02-03 0.27
symptom:Mood disorder symptom:Mood swing \
open_covid_region_code date
US-AL 2020-01-06 1.35 0.28
2020-01-13 1.45 0.28
2020-01-20 1.48 0.29
2020-01-27 1.49 0.30
2020-02-03 1.54 0.34
symptom:Morning sickness \
open_covid_region_code date
US-AL 2020-01-06 1.40
2020-01-13 1.35
2020-01-20 1.29
2020-01-27 1.28
2020-02-03 1.23
symptom:Motion sickness \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.47
2020-01-20 0.46
2020-01-27 0.42
2020-02-03 0.43
symptom:Mouth ulcer \
open_covid_region_code date
US-AL 2020-01-06 1.12
2020-01-13 1.12
2020-01-20 1.12
2020-01-27 1.12
2020-02-03 1.14
symptom:Muscle atrophy \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.19
2020-01-20 0.18
2020-01-27 0.20
2020-02-03 0.18
symptom:Muscle weakness symptom:Myalgia \
open_covid_region_code date
US-AL 2020-01-06 0.35 0.73
2020-01-13 0.41 0.72
2020-01-20 0.38 0.72
2020-01-27 0.40 0.78
2020-02-03 0.42 0.74
symptom:Mydriasis \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.33
2020-01-20 0.36
2020-01-27 0.35
2020-02-03 0.38
symptom:Myocardial infarction \
open_covid_region_code date
US-AL 2020-01-06 3.31
2020-01-13 3.39
2020-01-20 3.33
2020-01-27 3.43
2020-02-03 3.51
symptom:Myoclonus \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.13
2020-01-20 0.15
2020-01-27 0.13
2020-02-03 0.15
symptom:Nasal congestion \
open_covid_region_code date
US-AL 2020-01-06 2.92
2020-01-13 2.57
2020-01-20 3.29
2020-01-27 3.42
2020-02-03 3.39
symptom:Nasal polyp symptom:Nausea \
open_covid_region_code date
US-AL 2020-01-06 0.15 3.11
2020-01-13 0.15 3.14
2020-01-20 0.19 3.13
2020-01-27 0.17 3.33
2020-02-03 0.16 3.25
symptom:Neck mass symptom:Neck pain \
open_covid_region_code date
US-AL 2020-01-06 0.17 2.11
2020-01-13 0.17 2.23
2020-01-20 0.19 2.06
2020-01-27 0.17 2.02
2020-02-03 0.17 2.00
symptom:Neonatal jaundice \
open_covid_region_code date
US-AL 2020-01-06 0.24
2020-01-13 0.26
2020-01-20 0.26
2020-01-27 0.26
2020-02-03 0.27
symptom:Nerve injury symptom:Neuralgia \
open_covid_region_code date
US-AL 2020-01-06 0.39 0.32
2020-01-13 0.47 0.34
2020-01-20 0.41 0.32
2020-01-27 0.42 0.34
2020-02-03 0.42 0.38
symptom:Neutropenia symptom:Night sweats \
open_covid_region_code date
US-AL 2020-01-06 0.15 0.42
2020-01-13 0.19 0.48
2020-01-20 0.19 0.34
2020-01-27 0.22 0.41
2020-02-03 0.20 0.44
symptom:Night terror \
open_covid_region_code date
US-AL 2020-01-06 0.14
2020-01-13 0.14
2020-01-20 0.16
2020-01-27 0.13
2020-02-03 0.13
symptom:Nocturnal enuresis symptom:Nodule \
open_covid_region_code date
US-AL 2020-01-06 0.18 0.55
2020-01-13 0.20 0.53
2020-01-20 0.20 0.56
2020-01-27 0.21 0.55
2020-02-03 0.18 0.53
symptom:Nosebleed symptom:Nystagmus \
open_covid_region_code date
US-AL 2020-01-06 0.71 0.15
2020-01-13 0.57 0.16
2020-01-20 1.16 0.19
2020-01-27 0.81 0.16
2020-02-03 0.68 0.16
symptom:Obesity symptom:Onychorrhexis \
open_covid_region_code date
US-AL 2020-01-06 7.55 0.14
2020-01-13 7.64 0.14
2020-01-20 7.88 0.16
2020-01-27 7.67 0.14
2020-02-03 7.46 0.15
symptom:Oral candidiasis \
open_covid_region_code date
US-AL 2020-01-06 0.84
2020-01-13 0.84
2020-01-20 0.76
2020-01-27 0.78
2020-02-03 0.81
symptom:Orthostatic hypotension \
open_covid_region_code date
US-AL 2020-01-06 0.35
2020-01-13 0.42
2020-01-20 0.37
2020-01-27 0.38
2020-02-03 0.36
symptom:Osteopenia symptom:Osteophyte \
open_covid_region_code date
US-AL 2020-01-06 0.25 0.30
2020-01-13 0.30 0.27
2020-01-20 0.31 0.28
2020-01-27 0.30 0.25
2020-02-03 0.28 0.24
symptom:Osteoporosis symptom:Otitis \
open_covid_region_code date
US-AL 2020-01-06 1.09 1.77
2020-01-13 1.20 1.78
2020-01-20 1.22 1.74
2020-01-27 1.26 1.79
2020-02-03 1.22 1.83
symptom:Otitis externa \
open_covid_region_code date
US-AL 2020-01-06 0.52
2020-01-13 0.57
2020-01-20 0.54
2020-01-27 0.57
2020-02-03 0.59
symptom:Otitis media symptom:Pain \
open_covid_region_code date
US-AL 2020-01-06 1.27 50.77
2020-01-13 1.27 51.78
2020-01-20 1.30 51.88
2020-01-27 1.31 50.98
2020-02-03 1.33 50.07
symptom:Palpitations symptom:Panic attack \
open_covid_region_code date
US-AL 2020-01-06 0.61 1.94
2020-01-13 0.70 1.97
2020-01-20 0.63 2.03
2020-01-27 0.64 2.16
2020-02-03 0.63 1.99
symptom:Papule symptom:Paranoia \
open_covid_region_code date
US-AL 2020-01-06 0.16 0.18
2020-01-13 0.18 0.20
2020-01-20 0.18 0.19
2020-01-27 0.17 0.19
2020-02-03 0.21 0.19
symptom:Paresthesia \
open_covid_region_code date
US-AL 2020-01-06 2.62
2020-01-13 2.76
2020-01-20 2.79
2020-01-27 2.68
2020-02-03 2.60
symptom:Pelvic inflammatory disease \
open_covid_region_code date
US-AL 2020-01-06 0.95
2020-01-13 0.94
2020-01-20 0.92
2020-01-27 0.89
2020-02-03 0.85
symptom:Pericarditis \
open_covid_region_code date
US-AL 2020-01-06 0.13
2020-01-13 0.17
2020-01-20 0.16
2020-01-27 0.16
2020-02-03 0.16
symptom:Periodontal disease \
open_covid_region_code date
US-AL 2020-01-06 0.96
2020-01-13 0.98
2020-01-20 0.97
2020-01-27 0.98
2020-02-03 0.92
symptom:Periorbital puffiness \
open_covid_region_code date
US-AL 2020-01-06 1.04
2020-01-13 0.91
2020-01-20 1.01
2020-01-27 0.96
2020-02-03 0.96
symptom:Peripheral neuropathy \
open_covid_region_code date
US-AL 2020-01-06 1.18
2020-01-13 1.23
2020-01-20 1.22
2020-01-27 1.18
2020-02-03 1.19
symptom:Perspiration symptom:Petechia \
open_covid_region_code date
US-AL 2020-01-06 2.27 0.13
2020-01-13 2.53 0.16
2020-01-20 2.25 0.16
2020-01-27 2.40 0.18
2020-02-03 2.47 0.17
symptom:Phlegm symptom:Photodermatitis \
open_covid_region_code date
US-AL 2020-01-06 1.01 0.04
2020-01-13 0.85 0.01
2020-01-20 0.97 NaN
2020-01-27 1.04 0.02
2020-02-03 1.07 0.03
symptom:Photophobia symptom:Photopsia \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.22
2020-01-13 0.15 0.25
2020-01-20 0.15 0.23
2020-01-27 0.13 0.21
2020-02-03 0.14 0.23
symptom:Pleural effusion symptom:Pleurisy \
open_covid_region_code date
US-AL 2020-01-06 0.34 0.29
2020-01-13 0.37 0.28
2020-01-20 0.37 0.29
2020-01-27 0.40 0.31
2020-02-03 0.41 0.32
symptom:Pneumonia symptom:Podalgia \
open_covid_region_code date
US-AL 2020-01-06 2.44 1.30
2020-01-13 2.28 1.23
2020-01-20 2.54 1.14
2020-01-27 2.79 1.19
2020-02-03 2.75 1.22
symptom:Polycythemia symptom:Polydipsia \
open_covid_region_code date
US-AL 2020-01-06 0.26 0.08
2020-01-13 0.31 0.08
2020-01-20 0.28 0.11
2020-01-27 0.29 0.09
2020-02-03 0.27 0.09
symptom:Polyneuropathy symptom:Polyuria \
open_covid_region_code date
US-AL 2020-01-06 0.27 0.19
2020-01-13 0.27 0.21
2020-01-20 0.28 0.20
2020-01-27 0.29 0.21
2020-02-03 0.25 0.20
symptom:Poor posture \
open_covid_region_code date
US-AL 2020-01-06 0.77
2020-01-13 0.73
2020-01-20 0.71
2020-01-27 0.70
2020-02-03 0.70
symptom:Post-nasal drip \
open_covid_region_code date
US-AL 2020-01-06 0.25
2020-01-13 0.25
2020-01-20 0.28
2020-01-27 0.31
2020-02-03 0.29
symptom:Postural orthostatic tachycardia syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.37
2020-01-13 0.53
2020-01-20 0.40
2020-01-27 0.37
2020-02-03 0.38
symptom:Prediabetes symptom:Proteinuria \
open_covid_region_code date
US-AL 2020-01-06 0.83 0.36
2020-01-13 0.84 0.37
2020-01-20 0.83 0.39
2020-01-27 0.80 0.46
2020-02-03 0.80 0.41
symptom:Pruritus ani symptom:Psychosis \
open_covid_region_code date
US-AL 2020-01-06 0.38 2.11
2020-01-13 0.40 2.18
2020-01-20 0.39 2.26
2020-01-27 0.38 2.26
2020-02-03 0.36 2.24
symptom:Ptosis symptom:Pulmonary edema \
open_covid_region_code date
US-AL 2020-01-06 0.15 0.12
2020-01-13 0.17 0.13
2020-01-20 0.16 0.15
2020-01-27 0.17 0.17
2020-02-03 0.16 0.12
symptom:Pulmonary hypertension \
open_covid_region_code date
US-AL 2020-01-06 0.48
2020-01-13 0.50
2020-01-20 0.64
2020-01-27 0.51
2020-02-03 0.56
symptom:Purpura symptom:Pus \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.82
2020-01-13 0.26 0.86
2020-01-20 0.28 0.87
2020-01-27 0.33 0.94
2020-02-03 0.30 0.90
symptom:Pyelonephritis \
open_covid_region_code date
US-AL 2020-01-06 0.75
2020-01-13 0.75
2020-01-20 0.73
2020-01-27 0.75
2020-02-03 0.74
symptom:Radiculopathy symptom:Rectal pain \
open_covid_region_code date
US-AL 2020-01-06 0.64 0.14
2020-01-13 0.63 0.10
2020-01-20 0.59 0.13
2020-01-27 0.63 0.14
2020-02-03 0.58 0.13
symptom:Rectal prolapse symptom:Red eye \
open_covid_region_code date
US-AL 2020-01-06 0.17 0.44
2020-01-13 0.16 0.47
2020-01-20 0.17 0.48
2020-01-27 0.17 0.44
2020-02-03 0.17 0.48
symptom:Renal colic \
open_covid_region_code date
US-AL 2020-01-06 0.25
2020-01-13 0.27
2020-01-20 0.25
2020-01-27 0.21
2020-02-03 0.23
symptom:Restless legs syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.89
2020-01-13 0.93
2020-01-20 0.84
2020-01-27 0.83
2020-02-03 0.82
symptom:Rheum symptom:Rhinitis \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.32
2020-01-13 0.17 0.31
2020-01-20 0.15 0.39
2020-01-27 0.17 0.37
2020-02-03 0.17 0.41
symptom:Rhinorrhea symptom:Rosacea \
open_covid_region_code date
US-AL 2020-01-06 0.53 0.55
2020-01-13 0.49 0.53
2020-01-20 0.64 0.64
2020-01-27 0.69 0.57
2020-02-03 0.64 0.55
symptom:Round ligament pain \
open_covid_region_code date
US-AL 2020-01-06 0.23
2020-01-13 0.25
2020-01-20 0.20
2020-01-27 0.22
2020-02-03 0.22
symptom:Rumination symptom:Scar \
open_covid_region_code date
US-AL 2020-01-06 0.11 3.31
2020-01-13 0.11 3.36
2020-01-20 0.14 3.52
2020-01-27 0.09 3.41
2020-02-03 0.11 3.39
symptom:Sciatica symptom:Scoliosis \
open_covid_region_code date
US-AL 2020-01-06 1.61 0.41
2020-01-13 1.61 0.43
2020-01-20 1.49 0.43
2020-01-27 1.53 0.43
2020-02-03 1.44 0.40
symptom:Seborrheic dermatitis \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.44
2020-01-20 0.50
2020-01-27 0.45
2020-02-03 0.45
symptom:Self-harm \
open_covid_region_code date
US-AL 2020-01-06 0.31
2020-01-13 0.32
2020-01-20 0.35
2020-01-27 0.34
2020-02-03 0.34
symptom:Sensitivity to sound \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.11
2020-01-20 0.10
2020-01-27 0.13
2020-02-03 0.12
symptom:Sexual dysfunction \
open_covid_region_code date
US-AL 2020-01-06 0.95
2020-01-13 0.97
2020-01-20 0.98
2020-01-27 0.98
2020-02-03 0.96
symptom:Shallow breathing \
open_covid_region_code date
US-AL 2020-01-06 0.07
2020-01-13 0.06
2020-01-20 0.05
2020-01-27 0.07
2020-02-03 0.06
symptom:Sharp pain symptom:Shivering \
open_covid_region_code date
US-AL 2020-01-06 1.21 0.24
2020-01-13 1.22 0.24
2020-01-20 1.19 0.26
2020-01-27 1.16 0.28
2020-02-03 1.17 0.24
symptom:Shortness of breath \
open_covid_region_code date
US-AL 2020-01-06 1.01
2020-01-13 1.04
2020-01-20 1.09
2020-01-27 1.13
2020-02-03 1.19
symptom:Shyness symptom:Sinusitis \
open_covid_region_code date
US-AL 2020-01-06 0.44 3.24
2020-01-13 0.43 2.80
2020-01-20 0.44 3.38
2020-01-27 0.45 3.52
2020-02-03 0.41 3.51
symptom:Skin condition symptom:Skin rash \
open_covid_region_code date
US-AL 2020-01-06 5.70 11.73
2020-01-13 5.82 8.96
2020-01-20 6.34 9.47
2020-01-27 6.03 11.35
2020-02-03 5.93 8.57
symptom:Skin tag symptom:Skin ulcer \
open_covid_region_code date
US-AL 2020-01-06 0.63 2.35
2020-01-13 0.69 2.35
2020-01-20 0.68 2.58
2020-01-27 0.64 2.57
2020-02-03 0.61 2.45
symptom:Sleep apnea \
open_covid_region_code date
US-AL 2020-01-06 1.88
2020-01-13 1.94
2020-01-20 1.83
2020-01-27 1.80
2020-02-03 1.81
symptom:Sleep deprivation \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.43
2020-01-20 0.43
2020-01-27 0.46
2020-02-03 0.46
symptom:Sleep disorder symptom:Snoring \
open_covid_region_code date
US-AL 2020-01-06 3.52 1.34
2020-01-13 3.38 1.29
2020-01-20 3.40 1.33
2020-01-27 3.33 1.26
2020-02-03 3.36 1.25
symptom:Sore throat symptom:Spasticity \
open_covid_region_code date
US-AL 2020-01-06 2.98 0.16
2020-01-13 2.97 0.16
2020-01-20 3.32 0.17
2020-01-27 3.96 0.17
2020-02-03 3.97 0.16
symptom:Splenomegaly symptom:Sputum \
open_covid_region_code date
US-AL 2020-01-06 0.22 0.23
2020-01-13 0.24 0.25
2020-01-20 0.23 0.27
2020-01-27 0.24 0.28
2020-02-03 0.23 0.29
symptom:Stomach rumble symptom:Strabismus \
open_covid_region_code date
US-AL 2020-01-06 0.19 0.48
2020-01-13 0.17 0.50
2020-01-20 0.17 0.53
2020-01-27 0.17 0.52
2020-02-03 0.15 0.48
symptom:Stretch marks symptom:Stridor \
open_covid_region_code date
US-AL 2020-01-06 0.68 0.11
2020-01-13 0.68 0.15
2020-01-20 0.75 0.16
2020-01-27 0.73 0.17
2020-02-03 0.74 0.18
symptom:Stroke symptom:Stuttering \
open_covid_region_code date
US-AL 2020-01-06 3.54 0.26
2020-01-13 3.85 0.28
2020-01-20 3.87 0.27
2020-01-27 3.83 0.24
2020-02-03 3.86 0.33
symptom:Subdural hematoma \
open_covid_region_code date
US-AL 2020-01-06 0.14
2020-01-13 0.19
2020-01-20 0.19
2020-01-27 0.17
2020-02-03 0.19
symptom:Suicidal ideation \
open_covid_region_code date
US-AL 2020-01-06 0.49
2020-01-13 0.63
2020-01-20 0.63
2020-01-27 0.61
2020-02-03 0.59
symptom:Swelling symptom:Swollen feet \
open_covid_region_code date
US-AL 2020-01-06 7.26 0.70
2020-01-13 7.31 0.76
2020-01-20 7.43 0.65
2020-01-27 7.42 0.71
2020-02-03 7.26 0.77
symptom:Swollen lymph nodes \
open_covid_region_code date
US-AL 2020-01-06 1.30
2020-01-13 1.38
2020-01-20 1.36
2020-01-27 1.40
2020-02-03 1.35
symptom:Syncope symptom:Tachycardia \
open_covid_region_code date
US-AL 2020-01-06 0.93 1.32
2020-01-13 1.05 1.52
2020-01-20 0.94 1.40
2020-01-27 0.98 1.41
2020-02-03 0.97 1.38
symptom:Tachypnea symptom:Telangiectasia \
open_covid_region_code date
US-AL 2020-01-06 0.14 0.30
2020-01-13 0.16 0.29
2020-01-20 0.18 0.31
2020-01-27 0.19 0.32
2020-02-03 0.17 0.32
symptom:Tenderness \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.21
2020-01-20 0.21
2020-01-27 0.20
2020-02-03 0.21
symptom:Testicular pain \
open_covid_region_code date
US-AL 2020-01-06 0.35
2020-01-13 0.37
2020-01-20 0.36
2020-01-27 0.37
2020-02-03 0.37
symptom:Throat irritation \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.26
2020-01-20 0.30
2020-01-27 0.37
2020-02-03 0.36
symptom:Thrombocytopenia \
open_covid_region_code date
US-AL 2020-01-06 0.51
2020-01-13 0.54
2020-01-20 0.60
2020-01-27 0.65
2020-02-03 0.61
symptom:Thyroid nodule symptom:Tic \
open_covid_region_code date
US-AL 2020-01-06 0.22 0.30
2020-01-13 0.25 0.34
2020-01-20 0.23 0.33
2020-01-27 0.22 0.37
2020-02-03 0.24 0.37
symptom:Tinnitus symptom:Tonsillitis \
open_covid_region_code date
US-AL 2020-01-06 1.28 1.00
2020-01-13 1.30 1.04
2020-01-20 1.31 1.09
2020-01-27 1.29 1.16
2020-02-03 1.30 1.15
symptom:Toothache symptom:Tremor \
open_covid_region_code date
US-AL 2020-01-06 1.49 0.92
2020-01-13 1.47 1.04
2020-01-20 1.47 0.99
2020-01-27 1.49 0.91
2020-02-03 1.47 0.92
symptom:Trichoptilosis symptom:Tumor \
open_covid_region_code date
US-AL 2020-01-06 0.15 1.63
2020-01-13 0.19 1.67
2020-01-20 0.18 1.62
2020-01-27 0.21 1.67
2020-02-03 0.16 1.60
symptom:Type 2 diabetes \
open_covid_region_code date
US-AL 2020-01-06 6.14
2020-01-13 6.32
2020-01-20 6.40
2020-01-27 6.38
2020-02-03 6.12
symptom:Unconsciousness \
open_covid_region_code date
US-AL 2020-01-06 0.27
2020-01-13 0.29
2020-01-20 0.30
2020-01-27 0.31
2020-02-03 0.29
symptom:Underweight \
open_covid_region_code date
US-AL 2020-01-06 0.87
2020-01-13 0.87
2020-01-20 0.90
2020-01-27 0.88
2020-02-03 0.78
symptom:Upper respiratory tract infection \
open_covid_region_code date
US-AL 2020-01-06 0.39
2020-01-13 0.36
2020-01-20 0.42
2020-01-27 0.52
2020-02-03 0.55
symptom:Urethritis \
open_covid_region_code date
US-AL 2020-01-06 0.34
2020-01-13 0.34
2020-01-20 0.37
2020-01-27 0.38
2020-02-03 0.35
symptom:Urinary incontinence \
open_covid_region_code date
US-AL 2020-01-06 1.88
2020-01-13 1.94
2020-01-20 1.92
2020-01-27 1.97
2020-02-03 1.90
symptom:Urinary tract infection \
open_covid_region_code date
US-AL 2020-01-06 6.35
2020-01-13 6.45
2020-01-20 6.51
2020-01-27 6.48
2020-02-03 6.34
symptom:Urinary urgency \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.13
2020-01-20 0.12
2020-01-27 0.12
2020-02-03 0.12
symptom:Uterine contraction \
open_covid_region_code date
US-AL 2020-01-06 1.16
2020-01-13 1.21
2020-01-20 1.26
2020-01-27 1.25
2020-02-03 1.22
symptom:Vaginal bleeding \
open_covid_region_code date
US-AL 2020-01-06 0.89
2020-01-13 0.86
2020-01-20 0.90
2020-01-27 0.85
2020-02-03 0.84
symptom:Vaginal discharge \
open_covid_region_code date
US-AL 2020-01-06 4.46
2020-01-13 4.29
2020-01-20 4.61
2020-01-27 4.32
2020-02-03 4.21
symptom:Vaginitis symptom:Varicose veins \
open_covid_region_code date
US-AL 2020-01-06 1.21 0.60
2020-01-13 1.15 0.63
2020-01-20 1.26 0.61
2020-01-27 1.21 0.62
2020-02-03 1.20 0.64
symptom:Vasculitis \
open_covid_region_code date
US-AL 2020-01-06 0.20
2020-01-13 0.19
2020-01-20 0.24
2020-01-27 0.20
2020-02-03 0.22
symptom:Ventricular fibrillation \
open_covid_region_code date
US-AL 2020-01-06 0.11
2020-01-13 0.11
2020-01-20 0.14
2020-01-27 0.15
2020-02-03 0.13
symptom:Ventricular tachycardia \
open_covid_region_code date
US-AL 2020-01-06 0.38
2020-01-13 0.33
2020-01-20 0.37
2020-01-27 0.36
2020-02-03 0.38
symptom:Vertigo symptom:Viral pneumonia \
open_covid_region_code date
US-AL 2020-01-06 1.53 0.17
2020-01-13 1.52 0.13
2020-01-20 1.64 0.17
2020-01-27 1.52 0.17
2020-02-03 1.52 0.18
symptom:Visual acuity symptom:Vomiting \
open_covid_region_code date
US-AL 2020-01-06 0.34 3.89
2020-01-13 0.33 4.07
2020-01-20 0.35 4.21
2020-01-27 0.34 4.48
2020-02-03 0.30 4.74
symptom:Wart symptom:Water retention \
open_covid_region_code date
US-AL 2020-01-06 1.89 0.34
2020-01-13 1.89 0.40
2020-01-20 1.77 0.36
2020-01-27 1.81 0.36
2020-02-03 1.75 0.39
symptom:Weakness symptom:Weight gain \
open_covid_region_code date
US-AL 2020-01-06 0.58 4.89
2020-01-13 0.60 4.80
2020-01-20 0.56 4.86
2020-01-27 0.64 4.66
2020-02-03 0.60 4.67
symptom:Wheeze symptom:Xeroderma \
open_covid_region_code date
US-AL 2020-01-06 0.42 3.00
2020-01-13 0.39 2.65
2020-01-20 0.40 3.72
2020-01-27 0.42 3.11
2020-02-03 0.45 2.85
symptom:Xerostomia symptom:Yawn \
open_covid_region_code date
US-AL 2020-01-06 0.60 0.23
2020-01-13 0.60 0.24
2020-01-20 0.66 0.22
2020-01-27 0.62 0.19
2020-02-03 0.59 0.20
symptom:hyperhidrosis \
open_covid_region_code date
US-AL 2020-01-06 0.64
2020-01-13 0.73
2020-01-20 0.64
2020-01-27 0.68
2020-02-03 0.69
symptom:pancreatitis state_codes
open_covid_region_code date
US-AL 2020-01-06 0.60 AL
2020-01-13 0.58 AL
2020-01-20 0.60 AL
2020-01-27 0.55 AL
2020-02-03 0.58 AL
(2649, 426)
# Running second cell for "COVID Hospitalization Cases" dataset collection, cleaning, and partial display
import numpy as np
pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
pd.set_option('display.width', None)
pd.set_option('display.max_colwidth', -1)
url = 'https://raw.githubusercontent.com/google-research/open-covid-19-data/master/data/exports/cc_by/aggregated_cc_by.csv'
df2 = pd.read_csv(url,index_col=0,parse_dates=[0])
#replace 0 values with null
df2 = df2.replace({0.0:np.nan})
#get rid of irrelevant features
relevant_col = ['region_name', 'date', 'hospitalized_new']
df2=df2[relevant_col]
# Delete rows which have no value for hospitalized_new
df2=df2.dropna(subset = ['hospitalized_new'])
#convert date format and resample to weekly
df2['date'] = pd.to_datetime(df2['date'])
df2=df2.set_index('date').groupby([df2.index, 'region_name']).resample('W', label='left', loffset=pd.DateOffset(days=1)).sum().fillna(0).reset_index().set_index('open_covid_region_code')
#create multi-index constructed from open_covid_region_code and 'date'
df2 = df2.set_index([df2.index, 'date'])
print (df2.head(10))
print (df2.shape)
<ipython-input-8-7c6d8d764758>:7: FutureWarning: Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width. /Users/patrickiskandar/opt/anaconda3/lib/python3.8/site-packages/IPython/core/interactiveshell.py:3071: DtypeWarning: Columns (15) have mixed types.Specify dtype option on import or set low_memory=False.
region_name hospitalized_new
open_covid_region_code date
CHE 2020-02-24 Switzerland 49.0
2020-03-02 Switzerland 106.0
2020-03-09 Switzerland 339.0
2020-03-16 Switzerland 819.0
2020-03-23 Switzerland 1147.0
2020-03-30 Switzerland 630.0
2020-04-06 Switzerland 340.0
2020-04-13 Switzerland 212.0
2020-04-20 Switzerland 97.0
2020-04-27 Switzerland 59.0
(5951, 2)
# Running third cell for merging the weekly symptoms and hospitalization datasets. One dataframe object for visualization and one for machine learning algorithms.
# Both dataframes objects are shown partially.
pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
pd.set_option('display.width', None)
pd.set_option('display.max_colwidth', -1)
inner_df = pd.merge(df1, df2, left_index=True, right_index=True)
#inner_df contains only points that have data for both symptoms and hospitalizations
left_df = pd.merge(df1, df2, left_index=True, right_index=True, how='left')
#left_df contains all rows in df1, even if hospitalized_new value is null
print (left_df.head(5))
print(left_df.shape)
print (inner_df.head(5))
print (inner_df.shape)
left_df.to_csv('out.csv')
<ipython-input-9-cf0a4f800f70>:7: FutureWarning: Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width.
country_region sub_region_1 \
open_covid_region_code date
US-AL 2020-01-06 United States Alabama
2020-01-13 United States Alabama
2020-01-20 United States Alabama
2020-01-27 United States Alabama
2020-02-03 United States Alabama
sub_region_1_code \
open_covid_region_code date
US-AL 2020-01-06 US-AL
2020-01-13 US-AL
2020-01-20 US-AL
2020-01-27 US-AL
2020-02-03 US-AL
symptom:Abdominal obesity \
open_covid_region_code date
US-AL 2020-01-06 3.33
2020-01-13 3.43
2020-01-20 3.32
2020-01-27 3.17
2020-02-03 3.29
symptom:Abdominal pain symptom:Acne \
open_covid_region_code date
US-AL 2020-01-06 6.25 11.05
2020-01-13 6.27 10.82
2020-01-20 6.29 11.50
2020-01-27 6.22 10.56
2020-02-03 6.20 10.60
symptom:Actinic keratosis \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.46
2020-01-20 0.51
2020-01-27 0.51
2020-02-03 0.53
symptom:Acute bronchitis \
open_covid_region_code date
US-AL 2020-01-06 0.95
2020-01-13 0.85
2020-01-20 0.84
2020-01-27 0.98
2020-02-03 1.01
symptom:Adrenal crisis symptom:Ageusia \
open_covid_region_code date
US-AL 2020-01-06 0.15 0.07
2020-01-13 0.16 0.08
2020-01-20 0.18 0.09
2020-01-27 0.16 0.07
2020-02-03 0.14 0.06
symptom:Alcoholism \
open_covid_region_code date
US-AL 2020-01-06 4.93
2020-01-13 4.99
2020-01-20 5.02
2020-01-27 5.07
2020-02-03 4.93
symptom:Allergic conjunctivitis \
open_covid_region_code date
US-AL 2020-01-06 0.07
2020-01-13 0.07
2020-01-20 0.09
2020-01-27 0.07
2020-02-03 0.08
symptom:Allergy symptom:Amblyopia \
open_covid_region_code date
US-AL 2020-01-06 13.21 0.26
2020-01-13 13.23 0.26
2020-01-20 14.25 0.29
2020-01-27 14.19 0.28
2020-02-03 14.14 0.25
symptom:Amenorrhea symptom:Amnesia \
open_covid_region_code date
US-AL 2020-01-06 0.21 0.50
2020-01-13 0.17 0.58
2020-01-20 0.18 0.63
2020-01-27 0.21 0.62
2020-02-03 0.20 0.61
symptom:Anal fissure symptom:Anaphylaxis \
open_covid_region_code date
US-AL 2020-01-06 0.36 0.48
2020-01-13 0.36 0.53
2020-01-20 0.40 0.50
2020-01-27 0.37 0.52
2020-02-03 0.38 0.55
symptom:Anemia symptom:Angina pectoris \
open_covid_region_code date
US-AL 2020-01-06 2.92 1.31
2020-01-13 3.15 1.39
2020-01-20 3.33 1.39
2020-01-27 3.39 1.41
2020-02-03 3.37 1.38
symptom:Angioedema \
open_covid_region_code date
US-AL 2020-01-06 0.25
2020-01-13 0.23
2020-01-20 0.29
2020-01-27 0.27
2020-02-03 0.28
symptom:Angular cheilitis symptom:Anosmia \
open_covid_region_code date
US-AL 2020-01-06 0.10 0.07
2020-01-13 0.12 0.08
2020-01-20 0.12 0.08
2020-01-27 0.12 0.07
2020-02-03 0.10 0.08
symptom:Anxiety symptom:Aphasia \
open_covid_region_code date
US-AL 2020-01-06 9.91 0.26
2020-01-13 10.09 0.32
2020-01-20 10.10 0.34
2020-01-27 10.45 0.34
2020-02-03 10.25 0.35
symptom:Aphonia symptom:Apnea \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.64
2020-01-13 0.11 0.68
2020-01-20 0.10 0.63
2020-01-27 0.14 0.64
2020-02-03 0.11 0.63
symptom:Arthralgia symptom:Arthritis \
open_covid_region_code date
US-AL 2020-01-06 0.46 7.02
2020-01-13 0.46 7.31
2020-01-20 0.46 7.22
2020-01-27 0.47 7.03
2020-02-03 0.47 6.85
symptom:Ascites symptom:Asperger syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.24 1.28
2020-01-13 0.24 1.35
2020-01-20 0.28 1.36
2020-01-27 0.28 1.41
2020-02-03 0.29 1.32
symptom:Asphyxia symptom:Asthma \
open_covid_region_code date
US-AL 2020-01-06 0.14 2.81
2020-01-13 0.18 2.88
2020-01-20 0.18 2.94
2020-01-27 0.16 3.04
2020-02-03 0.14 3.08
symptom:Astigmatism symptom:Ataxia \
open_covid_region_code date
US-AL 2020-01-06 0.42 0.20
2020-01-13 0.90 0.26
2020-01-20 0.59 0.26
2020-01-27 0.46 0.28
2020-02-03 0.45 0.24
symptom:Atheroma \
open_covid_region_code date
US-AL 2020-01-06 0.20
2020-01-13 0.21
2020-01-20 0.22
2020-01-27 0.22
2020-02-03 0.24
symptom:Attention deficit hyperactivity disorder \
open_covid_region_code date
US-AL 2020-01-06 5.05
2020-01-13 5.19
2020-01-20 5.24
2020-01-27 5.19
2020-02-03 5.25
symptom:Auditory hallucination \
open_covid_region_code date
US-AL 2020-01-06 0.10
2020-01-13 0.10
2020-01-20 0.13
2020-01-27 0.12
2020-02-03 0.14
symptom:Autoimmune disease \
open_covid_region_code date
US-AL 2020-01-06 2.11
2020-01-13 2.47
2020-01-20 2.23
2020-01-27 2.21
2020-02-03 2.19
symptom:Avoidant personality disorder \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.15
2020-01-20 0.15
2020-01-27 0.32
2020-02-03 0.23
symptom:Back pain \
open_covid_region_code date
US-AL 2020-01-06 7.58
2020-01-13 7.69
2020-01-20 7.42
2020-01-27 7.34
2020-02-03 7.27
symptom:Bacterial vaginosis \
open_covid_region_code date
US-AL 2020-01-06 2.32
2020-01-13 2.15
2020-01-20 2.39
2020-01-27 2.34
2020-02-03 2.23
symptom:Balance disorder \
open_covid_region_code date
US-AL 2020-01-06 0.19
2020-01-13 0.17
2020-01-20 0.18
2020-01-27 0.19
2020-02-03 0.18
symptom:Beau's lines symptom:Bell's palsy \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.33
2020-01-13 0.14 0.33
2020-01-20 0.17 0.32
2020-01-27 0.12 0.31
2020-02-03 0.14 0.29
symptom:Biliary colic \
open_covid_region_code date
US-AL 2020-01-06 0.37
2020-01-13 0.40
2020-01-20 0.37
2020-01-27 0.37
2020-02-03 0.39
symptom:Binge eating symptom:Bleeding \
open_covid_region_code date
US-AL 2020-01-06 0.24 5.45
2020-01-13 0.29 5.52
2020-01-20 0.27 5.98
2020-01-27 0.31 5.74
2020-02-03 0.33 5.72
symptom:Bleeding on probing \
open_covid_region_code date
US-AL 2020-01-06 0.20
2020-01-13 0.23
2020-01-20 0.21
2020-01-27 0.21
2020-02-03 0.21
symptom:Blepharospasm symptom:Bloating \
open_covid_region_code date
US-AL 2020-01-06 0.64 2.88
2020-01-13 0.66 2.88
2020-01-20 0.66 2.91
2020-01-27 0.67 2.92
2020-02-03 0.69 2.88
symptom:Blood in stool \
open_covid_region_code date
US-AL 2020-01-06 0.60
2020-01-13 0.59
2020-01-20 0.61
2020-01-27 0.60
2020-02-03 0.64
symptom:Blurred vision symptom:Blushing \
open_covid_region_code date
US-AL 2020-01-06 0.54 0.26
2020-01-13 0.92 0.25
2020-01-20 0.72 0.29
2020-01-27 0.60 0.29
2020-02-03 0.54 0.27
symptom:Boil symptom:Bone fracture \
open_covid_region_code date
US-AL 2020-01-06 1.46 4.17
2020-01-13 1.55 4.09
2020-01-20 1.51 4.15
2020-01-27 1.47 4.29
2020-02-03 1.43 4.21
symptom:Bone tumor \
open_covid_region_code date
US-AL 2020-01-06 0.30
2020-01-13 0.32
2020-01-20 0.31
2020-01-27 0.30
2020-02-03 0.29
symptom:Bowel obstruction \
open_covid_region_code date
US-AL 2020-01-06 0.38
2020-01-13 0.41
2020-01-20 0.43
2020-01-27 0.42
2020-02-03 0.41
symptom:Bradycardia \
open_covid_region_code date
US-AL 2020-01-06 0.79
2020-01-13 0.87
2020-01-20 0.84
2020-01-27 0.90
2020-02-03 0.84
symptom:Braxton Hicks contractions \
open_covid_region_code date
US-AL 2020-01-06 0.64
2020-01-13 0.61
2020-01-20 0.64
2020-01-27 0.64
2020-02-03 0.59
symptom:Breakthrough bleeding \
open_covid_region_code date
US-AL 2020-01-06 1.12
2020-01-13 1.12
2020-01-20 1.12
2020-01-27 1.09
2020-02-03 1.05
symptom:Breast pain symptom:Bronchitis \
open_covid_region_code date
US-AL 2020-01-06 0.77 1.39
2020-01-13 0.79 1.28
2020-01-20 0.75 1.33
2020-01-27 0.73 1.42
2020-02-03 0.72 1.50
symptom:Bruise symptom:Bruxism \
open_covid_region_code date
US-AL 2020-01-06 2.07 0.37
2020-01-13 2.12 0.35
2020-01-20 2.08 0.35
2020-01-27 2.13 0.37
2020-02-03 2.13 0.37
symptom:Bunion symptom:Burn \
open_covid_region_code date
US-AL 2020-01-06 0.65 2.27
2020-01-13 0.63 2.32
2020-01-20 0.58 2.46
2020-01-27 0.60 2.36
2020-02-03 0.58 2.35
symptom:Burning Chest Pain \
open_covid_region_code date
US-AL 2020-01-06 0.08
2020-01-13 0.07
2020-01-20 0.07
2020-01-27 0.07
2020-02-03 0.09
symptom:Burning mouth syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.24
2020-01-20 0.24
2020-01-27 0.23
2020-02-03 0.22
symptom:Candidiasis symptom:Canker sore \
open_covid_region_code date
US-AL 2020-01-06 4.33 1.28
2020-01-13 4.29 1.27
2020-01-20 4.36 1.36
2020-01-27 4.23 1.32
2020-02-03 4.14 1.36
symptom:Cardiac arrest \
open_covid_region_code date
US-AL 2020-01-06 0.60
2020-01-13 0.67
2020-01-20 0.63
2020-01-27 0.68
2020-02-03 0.69
symptom:Carpal tunnel syndrome \
open_covid_region_code date
US-AL 2020-01-06 1.11
2020-01-13 1.14
2020-01-20 1.13
2020-01-27 1.14
2020-02-03 1.08
symptom:Cataplexy symptom:Cataract \
open_covid_region_code date
US-AL 2020-01-06 0.17 0.75
2020-01-13 0.26 0.77
2020-01-20 0.24 0.79
2020-01-27 0.20 0.75
2020-02-03 0.26 0.71
symptom:Chancre symptom:Cheilitis \
open_covid_region_code date
US-AL 2020-01-06 0.31 0.43
2020-01-13 0.31 0.35
2020-01-20 0.27 0.66
2020-01-27 0.33 0.44
2020-02-03 0.26 0.36
symptom:Chest pain symptom:Chills \
open_covid_region_code date
US-AL 2020-01-06 2.04 0.53
2020-01-13 2.03 0.53
2020-01-20 2.01 0.58
2020-01-27 2.10 0.80
2020-02-03 2.14 0.78
symptom:Chorea symptom:Chronic pain \
open_covid_region_code date
US-AL 2020-01-06 0.13 1.41
2020-01-13 0.18 1.45
2020-01-20 0.19 1.53
2020-01-27 0.22 1.51
2020-02-03 0.21 1.48
symptom:Cirrhosis \
open_covid_region_code date
US-AL 2020-01-06 1.05
2020-01-13 1.04
2020-01-20 1.05
2020-01-27 1.06
2020-02-03 1.07
symptom:Cleft lip and cleft palate \
open_covid_region_code date
US-AL 2020-01-06 0.24
2020-01-13 0.43
2020-01-20 0.23
2020-01-27 0.20
2020-02-03 0.20
symptom:Clouding of consciousness \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.12
2020-01-20 0.14
2020-01-27 0.13
2020-02-03 0.13
symptom:Cluster headache symptom:Colitis \
open_covid_region_code date
US-AL 2020-01-06 0.34 0.73
2020-01-13 0.34 0.80
2020-01-20 0.36 0.74
2020-01-27 0.34 0.74
2020-02-03 0.38 0.68
symptom:Coma symptom:Common cold \
open_covid_region_code date
US-AL 2020-01-06 0.30 17.57
2020-01-13 0.36 16.60
2020-01-20 0.36 25.14
2020-01-27 0.40 34.74
2020-02-03 0.37 27.79
symptom:Compulsive behavior \
open_covid_region_code date
US-AL 2020-01-06 0.71
2020-01-13 0.77
2020-01-20 0.82
2020-01-27 0.81
2020-02-03 0.76
symptom:Compulsive hoarding \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.15
2020-01-20 0.17
2020-01-27 0.19
2020-02-03 0.16
symptom:Confusion \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.33
2020-01-20 0.33
2020-01-27 0.35
2020-02-03 0.35
symptom:Congenital heart defect \
open_covid_region_code date
US-AL 2020-01-06 0.32
2020-01-13 0.34
2020-01-20 0.36
2020-01-27 0.44
2020-02-03 0.52
symptom:Conjunctivitis \
open_covid_region_code date
US-AL 2020-01-06 1.28
2020-01-13 1.33
2020-01-20 1.42
2020-01-27 1.37
2020-02-03 1.43
symptom:Constipation symptom:Convulsion \
open_covid_region_code date
US-AL 2020-01-06 4.75 0.46
2020-01-13 4.86 0.48
2020-01-20 5.00 0.51
2020-01-27 4.78 0.56
2020-02-03 4.67 0.55
symptom:Cough symptom:Crackles \
open_covid_region_code date
US-AL 2020-01-06 10.60 0.11
2020-01-13 10.09 0.10
2020-01-20 11.55 0.11
2020-01-27 13.52 0.15
2020-02-03 13.60 0.15
symptom:Cramp symptom:Crepitus \
open_covid_region_code date
US-AL 2020-01-06 4.35 0.11
2020-01-13 4.38 0.14
2020-01-20 4.25 0.12
2020-01-27 4.16 0.14
2020-02-03 4.12 0.13
symptom:Croup symptom:Cyanosis \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.15
2020-01-13 0.28 0.14
2020-01-20 0.33 0.15
2020-01-27 0.37 0.16
2020-02-03 0.36 0.16
symptom:Dandruff \
open_covid_region_code date
US-AL 2020-01-06 1.48
2020-01-13 1.51
2020-01-20 1.57
2020-01-27 1.50
2020-02-03 1.49
symptom:Delayed onset muscle soreness \
open_covid_region_code date
US-AL 2020-01-06 0.80
2020-01-13 0.76
2020-01-20 0.65
2020-01-27 0.69
2020-02-03 0.65
symptom:Dementia \
open_covid_region_code date
US-AL 2020-01-06 2.76
2020-01-13 3.10
2020-01-20 3.24
2020-01-27 3.09
2020-02-03 2.99
symptom:Dentin hypersensitivity \
open_covid_region_code date
US-AL 2020-01-06 0.36
2020-01-13 0.33
2020-01-20 0.34
2020-01-27 0.34
2020-02-03 0.35
symptom:Depersonalization \
open_covid_region_code date
US-AL 2020-01-06 0.09
2020-01-13 0.09
2020-01-20 0.10
2020-01-27 0.11
2020-02-03 0.09
symptom:Depression symptom:Dermatitis \
open_covid_region_code date
US-AL 2020-01-06 5.67 3.27
2020-01-13 6.00 3.16
2020-01-20 6.16 3.72
2020-01-27 6.18 3.31
2020-02-03 6.08 3.11
symptom:Desquamation \
open_covid_region_code date
US-AL 2020-01-06 0.49
2020-01-13 0.46
2020-01-20 0.56
2020-01-27 0.47
2020-02-03 0.46
symptom:Developmental disability \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.17
2020-01-20 0.15
2020-01-27 0.16
2020-02-03 0.18
symptom:Diabetes \
open_covid_region_code date
US-AL 2020-01-06 12.07
2020-01-13 12.46
2020-01-20 12.54
2020-01-27 12.47
2020-02-03 12.07
symptom:Diabetic ketoacidosis \
open_covid_region_code date
US-AL 2020-01-06 0.40
2020-01-13 0.40
2020-01-20 0.43
2020-01-27 0.44
2020-02-03 0.37
symptom:Diarrhea symptom:Dizziness \
open_covid_region_code date
US-AL 2020-01-06 5.23 2.23
2020-01-13 5.31 2.23
2020-01-20 5.41 2.29
2020-01-27 5.48 2.21
2020-02-03 5.68 2.25
symptom:Dry eye syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.88
2020-01-13 0.93
2020-01-20 1.00
2020-01-27 0.91
2020-02-03 0.87
symptom:Dysautonomia symptom:Dysgeusia \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.14
2020-01-13 0.25 0.15
2020-01-20 0.24 0.14
2020-01-27 0.25 0.15
2020-02-03 0.25 0.13
symptom:Dysmenorrhea symptom:Dyspareunia \
open_covid_region_code date
US-AL 2020-01-06 1.73 0.17
2020-01-13 1.71 0.18
2020-01-20 1.66 0.20
2020-01-27 1.65 0.18
2020-02-03 1.61 0.18
symptom:Dysphagia symptom:Dysphoria \
open_covid_region_code date
US-AL 2020-01-06 0.39 0.20
2020-01-13 0.48 0.20
2020-01-20 0.51 0.20
2020-01-27 0.63 0.26
2020-02-03 0.56 0.20
symptom:Dystonia symptom:Dysuria \
open_covid_region_code date
US-AL 2020-01-06 0.18 0.27
2020-01-13 0.20 0.24
2020-01-20 0.19 0.24
2020-01-27 0.19 0.22
2020-02-03 0.21 0.26
symptom:Ear pain symptom:Eczema \
open_covid_region_code date
US-AL 2020-01-06 1.06 0.28
2020-01-13 1.06 0.24
2020-01-20 1.04 0.33
2020-01-27 1.09 0.26
2020-02-03 1.10 0.26
symptom:Edema symptom:Encephalitis \
open_covid_region_code date
US-AL 2020-01-06 1.09 0.20
2020-01-13 1.22 0.26
2020-01-20 1.27 0.23
2020-01-27 1.19 0.24
2020-02-03 1.23 0.24
symptom:Encephalopathy \
open_covid_region_code date
US-AL 2020-01-06 0.26
2020-01-13 0.81
2020-01-20 0.71
2020-01-27 0.45
2020-02-03 0.35
symptom:Epidermoid cyst symptom:Epilepsy \
open_covid_region_code date
US-AL 2020-01-06 0.39 3.49
2020-01-13 0.40 3.69
2020-01-20 0.97 3.63
2020-01-27 0.36 3.69
2020-02-03 0.35 3.56
symptom:Epiphora \
open_covid_region_code date
US-AL 2020-01-06 0.11
2020-01-13 0.13
2020-01-20 0.16
2020-01-27 0.13
2020-02-03 0.11
symptom:Erectile dysfunction \
open_covid_region_code date
US-AL 2020-01-06 3.94
2020-01-13 4.08
2020-01-20 4.19
2020-01-27 4.09
2020-02-03 4.13
symptom:Erythema \
open_covid_region_code date
US-AL 2020-01-06 0.67
2020-01-13 0.67
2020-01-20 0.76
2020-01-27 0.71
2020-02-03 0.70
symptom:Erythema chronicum migrans \
open_covid_region_code date
US-AL 2020-01-06 2.96
2020-01-13 0.40
2020-01-20 0.25
2020-01-27 0.29
2020-02-03 0.27
symptom:Esophagitis \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.18
2020-01-20 0.17
2020-01-27 0.17
2020-02-03 0.19
symptom:Excessive daytime sleepiness \
open_covid_region_code date
US-AL 2020-01-06 0.42
2020-01-13 0.55
2020-01-20 0.54
2020-01-27 0.44
2020-02-03 0.57
symptom:Eye pain symptom:Eye strain \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.38
2020-01-13 0.22 0.39
2020-01-20 0.25 0.36
2020-01-27 0.24 0.35
2020-02-03 0.22 0.33
symptom:Facial nerve paralysis \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.28
2020-01-20 0.29
2020-01-27 0.28
2020-02-03 0.27
symptom:Facial swelling \
open_covid_region_code date
US-AL 2020-01-06 0.18
2020-01-13 0.17
2020-01-20 0.17
2020-01-27 0.17
2020-02-03 0.17
symptom:Fasciculation symptom:Fatigue \
open_covid_region_code date
US-AL 2020-01-06 1.09 6.43
2020-01-13 1.09 6.74
2020-01-20 1.07 6.72
2020-01-27 1.10 6.96
2020-02-03 1.08 6.88
symptom:Fatty liver disease \
open_covid_region_code date
US-AL 2020-01-06 0.60
2020-01-13 0.56
2020-01-20 0.60
2020-01-27 0.58
2020-02-03 0.58
symptom:Fecal incontinence symptom:Fever \
open_covid_region_code date
US-AL 2020-01-06 0.23 5.24
2020-01-13 0.22 5.63
2020-01-20 0.23 6.37
2020-01-27 0.25 7.49
2020-02-03 0.21 7.37
symptom:Fibrillation \
open_covid_region_code date
US-AL 2020-01-06 0.73
2020-01-13 0.80
2020-01-20 0.81
2020-01-27 0.80
2020-02-03 0.83
symptom:Fibrocystic breast changes \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.17
2020-01-20 0.20
2020-01-27 0.20
2020-02-03 0.19
symptom:Fibromyalgia symptom:Flatulence \
open_covid_region_code date
US-AL 2020-01-06 0.91 3.21
2020-01-13 0.92 3.30
2020-01-20 0.97 3.34
2020-01-27 0.97 3.40
2020-02-03 0.91 3.33
symptom:Floater symptom:Focal seizure \
open_covid_region_code date
US-AL 2020-01-06 0.29 0.18
2020-01-13 0.32 0.21
2020-01-20 0.32 0.22
2020-01-27 0.31 0.20
2020-02-03 0.30 0.21
symptom:Folate deficiency \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.27
2020-01-20 0.30
2020-01-27 0.30
2020-02-03 0.30
symptom:Food craving \
open_covid_region_code date
US-AL 2020-01-06 0.85
2020-01-13 0.78
2020-01-20 0.75
2020-01-27 0.71
2020-02-03 0.73
symptom:Food intolerance \
open_covid_region_code date
US-AL 2020-01-06 0.72
2020-01-13 0.75
2020-01-20 0.76
2020-01-27 0.76
2020-02-03 0.67
symptom:Frequent urination \
open_covid_region_code date
US-AL 2020-01-06 0.74
2020-01-13 0.80
2020-01-20 0.75
2020-01-27 0.72
2020-02-03 0.72
symptom:Gastroesophageal reflux disease \
open_covid_region_code date
US-AL 2020-01-06 5.63
2020-01-13 5.77
2020-01-20 5.52
2020-01-27 5.58
2020-02-03 5.61
symptom:Gastroparesis \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.23
2020-01-20 0.23
2020-01-27 0.21
2020-02-03 0.23
symptom:Generalized anxiety disorder \
open_covid_region_code date
US-AL 2020-01-06 1.53
2020-01-13 1.55
2020-01-20 1.60
2020-01-27 1.59
2020-02-03 1.59
symptom:Generalized tonic–clonic seizure \
open_covid_region_code date
US-AL 2020-01-06 0.29
2020-01-13 0.30
2020-01-20 0.31
2020-01-27 0.31
2020-02-03 0.30
symptom:Genital wart \
open_covid_region_code date
US-AL 2020-01-06 1.43
2020-01-13 1.42
2020-01-20 1.34
2020-01-27 1.40
2020-02-03 1.31
symptom:Gingival recession \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.16
2020-01-20 0.15
2020-01-27 0.16
2020-02-03 0.15
symptom:Gingivitis \
open_covid_region_code date
US-AL 2020-01-06 0.59
2020-01-13 0.57
2020-01-20 0.58
2020-01-27 0.61
2020-02-03 0.56
symptom:Globus pharyngis symptom:Goitre \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.21
2020-01-13 0.13 0.22
2020-01-20 0.13 0.23
2020-01-27 0.14 0.21
2020-02-03 0.14 0.23
symptom:Gout symptom:Grandiosity \
open_covid_region_code date
US-AL 2020-01-06 1.50 0.16
2020-01-13 1.55 0.17
2020-01-20 1.54 0.19
2020-01-27 1.46 0.21
2020-02-03 1.49 0.19
symptom:Granuloma symptom:Guilt \
open_covid_region_code date
US-AL 2020-01-06 0.24 0.39
2020-01-13 0.23 0.41
2020-01-20 0.26 0.42
2020-01-27 0.24 0.42
2020-02-03 0.25 0.44
symptom:Hair loss symptom:Halitosis \
open_covid_region_code date
US-AL 2020-01-06 5.86 0.77
2020-01-13 6.18 0.77
2020-01-20 6.14 0.85
2020-01-27 5.83 0.84
2020-02-03 6.04 0.80
symptom:Hay fever symptom:Headache \
open_covid_region_code date
US-AL 2020-01-06 2.03 6.32
2020-01-13 1.99 6.29
2020-01-20 2.22 7.41
2020-01-27 2.24 6.21
2020-02-03 2.32 6.13
symptom:Heart arrhythmia \
open_covid_region_code date
US-AL 2020-01-06 2.85
2020-01-13 3.11
2020-01-20 3.13
2020-01-27 3.09
2020-02-03 3.12
symptom:Heart murmur symptom:Heartburn \
open_covid_region_code date
US-AL 2020-01-06 0.22 4.39
2020-01-13 0.24 4.42
2020-01-20 0.29 4.18
2020-01-27 0.28 4.11
2020-02-03 0.28 4.07
symptom:Hematochezia symptom:Hematoma \
open_covid_region_code date
US-AL 2020-01-06 0.29 0.43
2020-01-13 0.29 0.45
2020-01-20 0.30 0.52
2020-01-27 0.28 0.46
2020-02-03 0.28 0.50
symptom:Hematuria symptom:Hemolysis \
open_covid_region_code date
US-AL 2020-01-06 0.58 0.09
2020-01-13 0.58 0.09
2020-01-20 0.58 0.12
2020-01-27 0.62 0.11
2020-02-03 0.59 0.10
symptom:Hemoptysis symptom:Hemorrhoids \
open_covid_region_code date
US-AL 2020-01-06 0.17 2.03
2020-01-13 0.15 2.00
2020-01-20 0.22 2.03
2020-01-27 0.20 1.98
2020-02-03 0.18 2.02
symptom:Hepatic encephalopathy \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.18
2020-01-20 0.18
2020-01-27 0.18
2020-02-03 0.18
symptom:Hepatitis symptom:Hepatotoxicity \
open_covid_region_code date
US-AL 2020-01-06 1.38 0.16
2020-01-13 1.42 0.19
2020-01-20 1.44 0.19
2020-01-27 1.72 0.19
2020-02-03 1.30 0.18
symptom:Hiccup symptom:Hip pain \
open_covid_region_code date
US-AL 2020-01-06 0.66 1.26
2020-01-13 0.70 1.27
2020-01-20 0.65 1.19
2020-01-27 0.67 1.22
2020-02-03 0.64 1.22
symptom:Hives symptom:Hot flash \
open_covid_region_code date
US-AL 2020-01-06 1.51 0.96
2020-01-13 1.52 1.05
2020-01-20 1.70 0.84
2020-01-27 1.62 0.88
2020-02-03 1.61 0.92
symptom:Hydrocephalus \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.19
2020-01-20 0.21
2020-01-27 0.26
2020-02-03 0.22
symptom:Hypercalcaemia \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.20
2020-01-20 0.19
2020-01-27 0.24
2020-02-03 0.21
symptom:Hypercapnia \
open_covid_region_code date
US-AL 2020-01-06 0.10
2020-01-13 0.11
2020-01-20 0.12
2020-01-27 0.13
2020-02-03 0.12
symptom:Hypercholesterolemia \
open_covid_region_code date
US-AL 2020-01-06 1.83
2020-01-13 1.96
2020-01-20 2.02
2020-01-27 2.10
2020-02-03 1.99
symptom:Hyperemesis gravidarum \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.15
2020-01-20 0.16
2020-01-27 0.18
2020-02-03 0.14
symptom:Hyperglycemia \
open_covid_region_code date
US-AL 2020-01-06 1.54
2020-01-13 1.67
2020-01-20 1.70
2020-01-27 1.71
2020-02-03 1.70
symptom:Hyperkalemia \
open_covid_region_code date
US-AL 2020-01-06 0.81
2020-01-13 0.88
2020-01-20 0.92
2020-01-27 0.91
2020-02-03 0.86
symptom:Hyperlipidemia \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.27
2020-01-20 0.30
2020-01-27 0.30
2020-02-03 0.30
symptom:Hypermobility \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.21
2020-01-20 0.20
2020-01-27 0.22
2020-02-03 0.18
symptom:Hyperpigmentation \
open_covid_region_code date
US-AL 2020-01-06 0.99
2020-01-13 1.00
2020-01-20 1.08
2020-01-27 1.04
2020-02-03 1.07
symptom:Hypersomnia symptom:Hypertension \
open_covid_region_code date
US-AL 2020-01-06 0.14 11.07
2020-01-13 0.14 11.21
2020-01-20 0.14 11.35
2020-01-27 0.12 11.45
2020-02-03 0.15 11.14
symptom:Hyperthermia \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.30
2020-01-20 0.30
2020-01-27 0.36
2020-02-03 0.32
symptom:Hyperthyroidism \
open_covid_region_code date
US-AL 2020-01-06 1.42
2020-01-13 1.64
2020-01-20 1.67
2020-01-27 1.59
2020-02-03 1.49
symptom:Hypertriglyceridemia \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.33
2020-01-20 0.38
2020-01-27 0.42
2020-02-03 0.39
symptom:Hypertrophy \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.39
2020-01-20 0.42
2020-01-27 0.39
2020-02-03 0.37
symptom:Hyperventilation \
open_covid_region_code date
US-AL 2020-01-06 0.10
2020-01-13 0.11
2020-01-20 0.19
2020-01-27 0.19
2020-02-03 0.16
symptom:Hypocalcaemia \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.23
2020-01-20 0.25
2020-01-27 0.25
2020-02-03 0.25
symptom:Hypochondriasis \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.14
2020-01-20 0.13
2020-01-27 0.14
2020-02-03 0.15
symptom:Hypoglycemia symptom:Hypogonadism \
open_covid_region_code date
US-AL 2020-01-06 1.08 1.03
2020-01-13 1.11 1.05
2020-01-20 1.10 1.01
2020-01-27 1.08 1.01
2020-02-03 1.09 1.01
symptom:Hypokalemia symptom:Hypomania \
open_covid_region_code date
US-AL 2020-01-06 1.00 0.15
2020-01-13 1.11 0.17
2020-01-20 1.13 0.16
2020-01-27 1.15 0.16
2020-02-03 1.06 0.15
symptom:Hyponatremia symptom:Hypotension \
open_covid_region_code date
US-AL 2020-01-06 0.35 1.80
2020-01-13 0.40 1.93
2020-01-20 0.41 1.86
2020-01-27 0.44 1.89
2020-02-03 0.39 1.91
symptom:Hypothyroidism symptom:Hypoxemia \
open_covid_region_code date
US-AL 2020-01-06 2.30 0.26
2020-01-13 2.58 0.29
2020-01-20 2.51 0.28
2020-01-27 2.54 0.36
2020-02-03 2.38 0.33
symptom:Hypoxia symptom:Impetigo \
open_covid_region_code date
US-AL 2020-01-06 0.20 0.26
2020-01-13 0.24 0.28
2020-01-20 0.25 0.29
2020-01-27 0.28 0.29
2020-02-03 0.28 0.31
symptom:Implantation bleeding \
open_covid_region_code date
US-AL 2020-01-06 1.73
2020-01-13 1.66
2020-01-20 1.70
2020-01-27 1.62
2020-02-03 1.56
symptom:Impulsivity symptom:Indigestion \
open_covid_region_code date
US-AL 2020-01-06 0.51 1.96
2020-01-13 0.54 2.03
2020-01-20 0.56 1.98
2020-01-27 0.56 2.03
2020-02-03 0.54 2.02
symptom:Infection symptom:Inflammation \
open_covid_region_code date
US-AL 2020-01-06 34.56 7.91
2020-01-13 32.22 8.13
2020-01-20 37.92 8.19
2020-01-27 46.26 8.27
2020-02-03 38.45 8.11
symptom:Inflammatory bowel disease \
open_covid_region_code date
US-AL 2020-01-06 1.44
2020-01-13 1.48
2020-01-20 1.54
2020-01-27 1.46
2020-02-03 1.41
symptom:Ingrown hair symptom:Insomnia \
open_covid_region_code date
US-AL 2020-01-06 0.89 4.64
2020-01-13 0.90 4.55
2020-01-20 0.93 4.43
2020-01-27 0.90 4.43
2020-02-03 0.92 4.46
symptom:Insulin resistance \
open_covid_region_code date
US-AL 2020-01-06 0.52
2020-01-13 0.55
2020-01-20 0.56
2020-01-27 0.54
2020-02-03 0.54
symptom:Intermenstrual bleeding \
open_covid_region_code date
US-AL 2020-01-06 0.34
2020-01-13 0.34
2020-01-20 0.34
2020-01-27 0.32
2020-02-03 0.31
symptom:Intracranial pressure \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.38
2020-01-20 0.46
2020-01-27 0.42
2020-02-03 0.39
symptom:Iron deficiency \
open_covid_region_code date
US-AL 2020-01-06 2.16
2020-01-13 2.23
2020-01-20 2.30
2020-01-27 2.29
2020-02-03 2.23
symptom:Irregular menstruation \
open_covid_region_code date
US-AL 2020-01-06 0.65
2020-01-13 0.67
2020-01-20 0.66
2020-01-27 0.67
2020-02-03 0.62
symptom:Itch symptom:Jaundice \
open_covid_region_code date
US-AL 2020-01-06 9.24 0.64
2020-01-13 9.29 0.67
2020-01-20 9.94 0.67
2020-01-27 9.23 0.92
2020-02-03 9.34 0.68
symptom:Kidney failure \
open_covid_region_code date
US-AL 2020-01-06 1.90
2020-01-13 2.04
2020-01-20 2.02
2020-01-27 2.06
2020-02-03 2.09
symptom:Kidney stone symptom:Knee Pain \
open_covid_region_code date
US-AL 2020-01-06 2.06 2.24
2020-01-13 2.10 2.21
2020-01-20 2.01 2.16
2020-01-27 2.03 2.20
2020-02-03 1.99 2.10
symptom:Kyphosis \
open_covid_region_code date
US-AL 2020-01-06 0.17
2020-01-13 0.20
2020-01-20 0.17
2020-01-27 0.16
2020-02-03 0.17
symptom:Lactose intolerance \
open_covid_region_code date
US-AL 2020-01-06 0.88
2020-01-13 0.86
2020-01-20 0.92
2020-01-27 0.90
2020-02-03 0.85
symptom:Laryngitis symptom:Leg cramps \
open_covid_region_code date
US-AL 2020-01-06 0.20 0.60
2020-01-13 0.20 0.64
2020-01-20 0.20 0.59
2020-01-27 0.22 0.60
2020-02-03 0.24 0.58
symptom:Lesion symptom:Leukorrhea \
open_covid_region_code date
US-AL 2020-01-06 1.36 0.31
2020-01-13 1.42 0.27
2020-01-20 1.52 0.31
2020-01-27 1.56 0.25
2020-02-03 1.53 0.27
symptom:Lightheadedness \
open_covid_region_code date
US-AL 2020-01-06 0.67
2020-01-13 0.69
2020-01-20 0.69
2020-01-27 0.69
2020-02-03 0.69
symptom:Low back pain \
open_covid_region_code date
US-AL 2020-01-06 3.93
2020-01-13 4.00
2020-01-20 3.85
2020-01-27 3.78
2020-02-03 3.70
symptom:Low-grade fever \
open_covid_region_code date
US-AL 2020-01-06 0.22
2020-01-13 0.26
2020-01-20 0.30
2020-01-27 0.42
2020-02-03 0.38
symptom:Lymphedema \
open_covid_region_code date
US-AL 2020-01-06 0.27
2020-01-13 0.29
2020-01-20 0.51
2020-01-27 0.36
2020-02-03 0.29
symptom:Major depressive disorder \
open_covid_region_code date
US-AL 2020-01-06 5.70
2020-01-13 5.91
2020-01-20 5.91
2020-01-27 5.93
2020-02-03 5.99
symptom:Malabsorption \
open_covid_region_code date
US-AL 2020-01-06 0.18
2020-01-13 0.18
2020-01-20 0.19
2020-01-27 0.16
2020-02-03 0.19
symptom:Male infertility \
open_covid_region_code date
US-AL 2020-01-06 0.19
2020-01-13 0.19
2020-01-20 0.21
2020-01-27 0.20
2020-02-03 0.18
symptom:Manic Disorder symptom:Melasma \
open_covid_region_code date
US-AL 2020-01-06 0.76 0.25
2020-01-13 0.80 0.22
2020-01-20 0.83 0.24
2020-01-27 0.80 0.24
2020-02-03 0.83 0.27
symptom:Melena symptom:Meningitis \
open_covid_region_code date
US-AL 2020-01-06 0.35 0.67
2020-01-13 0.37 0.78
2020-01-20 0.35 0.63
2020-01-27 0.39 0.67
2020-02-03 0.36 0.69
symptom:Menorrhagia \
open_covid_region_code date
US-AL 2020-01-06 1.01
2020-01-13 1.03
2020-01-20 1.04
2020-01-27 0.97
2020-02-03 0.95
symptom:Middle back pain symptom:Migraine \
open_covid_region_code date
US-AL 2020-01-06 0.50 6.26
2020-01-13 0.50 6.31
2020-01-20 0.44 7.38
2020-01-27 0.47 6.18
2020-02-03 0.45 6.12
symptom:Milium \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.32
2020-01-20 0.33
2020-01-27 0.31
2020-02-03 0.32
symptom:Mitral insufficiency \
open_covid_region_code date
US-AL 2020-01-06 0.23
2020-01-13 0.28
2020-01-20 0.32
2020-01-27 0.29
2020-02-03 0.27
symptom:Mood disorder symptom:Mood swing \
open_covid_region_code date
US-AL 2020-01-06 1.35 0.28
2020-01-13 1.45 0.28
2020-01-20 1.48 0.29
2020-01-27 1.49 0.30
2020-02-03 1.54 0.34
symptom:Morning sickness \
open_covid_region_code date
US-AL 2020-01-06 1.40
2020-01-13 1.35
2020-01-20 1.29
2020-01-27 1.28
2020-02-03 1.23
symptom:Motion sickness \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.47
2020-01-20 0.46
2020-01-27 0.42
2020-02-03 0.43
symptom:Mouth ulcer \
open_covid_region_code date
US-AL 2020-01-06 1.12
2020-01-13 1.12
2020-01-20 1.12
2020-01-27 1.12
2020-02-03 1.14
symptom:Muscle atrophy \
open_covid_region_code date
US-AL 2020-01-06 0.15
2020-01-13 0.19
2020-01-20 0.18
2020-01-27 0.20
2020-02-03 0.18
symptom:Muscle weakness symptom:Myalgia \
open_covid_region_code date
US-AL 2020-01-06 0.35 0.73
2020-01-13 0.41 0.72
2020-01-20 0.38 0.72
2020-01-27 0.40 0.78
2020-02-03 0.42 0.74
symptom:Mydriasis \
open_covid_region_code date
US-AL 2020-01-06 0.33
2020-01-13 0.33
2020-01-20 0.36
2020-01-27 0.35
2020-02-03 0.38
symptom:Myocardial infarction \
open_covid_region_code date
US-AL 2020-01-06 3.31
2020-01-13 3.39
2020-01-20 3.33
2020-01-27 3.43
2020-02-03 3.51
symptom:Myoclonus \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.13
2020-01-20 0.15
2020-01-27 0.13
2020-02-03 0.15
symptom:Nasal congestion \
open_covid_region_code date
US-AL 2020-01-06 2.92
2020-01-13 2.57
2020-01-20 3.29
2020-01-27 3.42
2020-02-03 3.39
symptom:Nasal polyp symptom:Nausea \
open_covid_region_code date
US-AL 2020-01-06 0.15 3.11
2020-01-13 0.15 3.14
2020-01-20 0.19 3.13
2020-01-27 0.17 3.33
2020-02-03 0.16 3.25
symptom:Neck mass symptom:Neck pain \
open_covid_region_code date
US-AL 2020-01-06 0.17 2.11
2020-01-13 0.17 2.23
2020-01-20 0.19 2.06
2020-01-27 0.17 2.02
2020-02-03 0.17 2.00
symptom:Neonatal jaundice \
open_covid_region_code date
US-AL 2020-01-06 0.24
2020-01-13 0.26
2020-01-20 0.26
2020-01-27 0.26
2020-02-03 0.27
symptom:Nerve injury symptom:Neuralgia \
open_covid_region_code date
US-AL 2020-01-06 0.39 0.32
2020-01-13 0.47 0.34
2020-01-20 0.41 0.32
2020-01-27 0.42 0.34
2020-02-03 0.42 0.38
symptom:Neutropenia symptom:Night sweats \
open_covid_region_code date
US-AL 2020-01-06 0.15 0.42
2020-01-13 0.19 0.48
2020-01-20 0.19 0.34
2020-01-27 0.22 0.41
2020-02-03 0.20 0.44
symptom:Night terror \
open_covid_region_code date
US-AL 2020-01-06 0.14
2020-01-13 0.14
2020-01-20 0.16
2020-01-27 0.13
2020-02-03 0.13
symptom:Nocturnal enuresis symptom:Nodule \
open_covid_region_code date
US-AL 2020-01-06 0.18 0.55
2020-01-13 0.20 0.53
2020-01-20 0.20 0.56
2020-01-27 0.21 0.55
2020-02-03 0.18 0.53
symptom:Nosebleed symptom:Nystagmus \
open_covid_region_code date
US-AL 2020-01-06 0.71 0.15
2020-01-13 0.57 0.16
2020-01-20 1.16 0.19
2020-01-27 0.81 0.16
2020-02-03 0.68 0.16
symptom:Obesity symptom:Onychorrhexis \
open_covid_region_code date
US-AL 2020-01-06 7.55 0.14
2020-01-13 7.64 0.14
2020-01-20 7.88 0.16
2020-01-27 7.67 0.14
2020-02-03 7.46 0.15
symptom:Oral candidiasis \
open_covid_region_code date
US-AL 2020-01-06 0.84
2020-01-13 0.84
2020-01-20 0.76
2020-01-27 0.78
2020-02-03 0.81
symptom:Orthostatic hypotension \
open_covid_region_code date
US-AL 2020-01-06 0.35
2020-01-13 0.42
2020-01-20 0.37
2020-01-27 0.38
2020-02-03 0.36
symptom:Osteopenia symptom:Osteophyte \
open_covid_region_code date
US-AL 2020-01-06 0.25 0.30
2020-01-13 0.30 0.27
2020-01-20 0.31 0.28
2020-01-27 0.30 0.25
2020-02-03 0.28 0.24
symptom:Osteoporosis symptom:Otitis \
open_covid_region_code date
US-AL 2020-01-06 1.09 1.77
2020-01-13 1.20 1.78
2020-01-20 1.22 1.74
2020-01-27 1.26 1.79
2020-02-03 1.22 1.83
symptom:Otitis externa \
open_covid_region_code date
US-AL 2020-01-06 0.52
2020-01-13 0.57
2020-01-20 0.54
2020-01-27 0.57
2020-02-03 0.59
symptom:Otitis media symptom:Pain \
open_covid_region_code date
US-AL 2020-01-06 1.27 50.77
2020-01-13 1.27 51.78
2020-01-20 1.30 51.88
2020-01-27 1.31 50.98
2020-02-03 1.33 50.07
symptom:Palpitations symptom:Panic attack \
open_covid_region_code date
US-AL 2020-01-06 0.61 1.94
2020-01-13 0.70 1.97
2020-01-20 0.63 2.03
2020-01-27 0.64 2.16
2020-02-03 0.63 1.99
symptom:Papule symptom:Paranoia \
open_covid_region_code date
US-AL 2020-01-06 0.16 0.18
2020-01-13 0.18 0.20
2020-01-20 0.18 0.19
2020-01-27 0.17 0.19
2020-02-03 0.21 0.19
symptom:Paresthesia \
open_covid_region_code date
US-AL 2020-01-06 2.62
2020-01-13 2.76
2020-01-20 2.79
2020-01-27 2.68
2020-02-03 2.60
symptom:Pelvic inflammatory disease \
open_covid_region_code date
US-AL 2020-01-06 0.95
2020-01-13 0.94
2020-01-20 0.92
2020-01-27 0.89
2020-02-03 0.85
symptom:Pericarditis \
open_covid_region_code date
US-AL 2020-01-06 0.13
2020-01-13 0.17
2020-01-20 0.16
2020-01-27 0.16
2020-02-03 0.16
symptom:Periodontal disease \
open_covid_region_code date
US-AL 2020-01-06 0.96
2020-01-13 0.98
2020-01-20 0.97
2020-01-27 0.98
2020-02-03 0.92
symptom:Periorbital puffiness \
open_covid_region_code date
US-AL 2020-01-06 1.04
2020-01-13 0.91
2020-01-20 1.01
2020-01-27 0.96
2020-02-03 0.96
symptom:Peripheral neuropathy \
open_covid_region_code date
US-AL 2020-01-06 1.18
2020-01-13 1.23
2020-01-20 1.22
2020-01-27 1.18
2020-02-03 1.19
symptom:Perspiration symptom:Petechia \
open_covid_region_code date
US-AL 2020-01-06 2.27 0.13
2020-01-13 2.53 0.16
2020-01-20 2.25 0.16
2020-01-27 2.40 0.18
2020-02-03 2.47 0.17
symptom:Phlegm symptom:Photodermatitis \
open_covid_region_code date
US-AL 2020-01-06 1.01 0.04
2020-01-13 0.85 0.01
2020-01-20 0.97 NaN
2020-01-27 1.04 0.02
2020-02-03 1.07 0.03
symptom:Photophobia symptom:Photopsia \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.22
2020-01-13 0.15 0.25
2020-01-20 0.15 0.23
2020-01-27 0.13 0.21
2020-02-03 0.14 0.23
symptom:Pleural effusion symptom:Pleurisy \
open_covid_region_code date
US-AL 2020-01-06 0.34 0.29
2020-01-13 0.37 0.28
2020-01-20 0.37 0.29
2020-01-27 0.40 0.31
2020-02-03 0.41 0.32
symptom:Pneumonia symptom:Podalgia \
open_covid_region_code date
US-AL 2020-01-06 2.44 1.30
2020-01-13 2.28 1.23
2020-01-20 2.54 1.14
2020-01-27 2.79 1.19
2020-02-03 2.75 1.22
symptom:Polycythemia symptom:Polydipsia \
open_covid_region_code date
US-AL 2020-01-06 0.26 0.08
2020-01-13 0.31 0.08
2020-01-20 0.28 0.11
2020-01-27 0.29 0.09
2020-02-03 0.27 0.09
symptom:Polyneuropathy symptom:Polyuria \
open_covid_region_code date
US-AL 2020-01-06 0.27 0.19
2020-01-13 0.27 0.21
2020-01-20 0.28 0.20
2020-01-27 0.29 0.21
2020-02-03 0.25 0.20
symptom:Poor posture \
open_covid_region_code date
US-AL 2020-01-06 0.77
2020-01-13 0.73
2020-01-20 0.71
2020-01-27 0.70
2020-02-03 0.70
symptom:Post-nasal drip \
open_covid_region_code date
US-AL 2020-01-06 0.25
2020-01-13 0.25
2020-01-20 0.28
2020-01-27 0.31
2020-02-03 0.29
symptom:Postural orthostatic tachycardia syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.37
2020-01-13 0.53
2020-01-20 0.40
2020-01-27 0.37
2020-02-03 0.38
symptom:Prediabetes symptom:Proteinuria \
open_covid_region_code date
US-AL 2020-01-06 0.83 0.36
2020-01-13 0.84 0.37
2020-01-20 0.83 0.39
2020-01-27 0.80 0.46
2020-02-03 0.80 0.41
symptom:Pruritus ani symptom:Psychosis \
open_covid_region_code date
US-AL 2020-01-06 0.38 2.11
2020-01-13 0.40 2.18
2020-01-20 0.39 2.26
2020-01-27 0.38 2.26
2020-02-03 0.36 2.24
symptom:Ptosis symptom:Pulmonary edema \
open_covid_region_code date
US-AL 2020-01-06 0.15 0.12
2020-01-13 0.17 0.13
2020-01-20 0.16 0.15
2020-01-27 0.17 0.17
2020-02-03 0.16 0.12
symptom:Pulmonary hypertension \
open_covid_region_code date
US-AL 2020-01-06 0.48
2020-01-13 0.50
2020-01-20 0.64
2020-01-27 0.51
2020-02-03 0.56
symptom:Purpura symptom:Pus \
open_covid_region_code date
US-AL 2020-01-06 0.23 0.82
2020-01-13 0.26 0.86
2020-01-20 0.28 0.87
2020-01-27 0.33 0.94
2020-02-03 0.30 0.90
symptom:Pyelonephritis \
open_covid_region_code date
US-AL 2020-01-06 0.75
2020-01-13 0.75
2020-01-20 0.73
2020-01-27 0.75
2020-02-03 0.74
symptom:Radiculopathy symptom:Rectal pain \
open_covid_region_code date
US-AL 2020-01-06 0.64 0.14
2020-01-13 0.63 0.10
2020-01-20 0.59 0.13
2020-01-27 0.63 0.14
2020-02-03 0.58 0.13
symptom:Rectal prolapse symptom:Red eye \
open_covid_region_code date
US-AL 2020-01-06 0.17 0.44
2020-01-13 0.16 0.47
2020-01-20 0.17 0.48
2020-01-27 0.17 0.44
2020-02-03 0.17 0.48
symptom:Renal colic \
open_covid_region_code date
US-AL 2020-01-06 0.25
2020-01-13 0.27
2020-01-20 0.25
2020-01-27 0.21
2020-02-03 0.23
symptom:Restless legs syndrome \
open_covid_region_code date
US-AL 2020-01-06 0.89
2020-01-13 0.93
2020-01-20 0.84
2020-01-27 0.83
2020-02-03 0.82
symptom:Rheum symptom:Rhinitis \
open_covid_region_code date
US-AL 2020-01-06 0.13 0.32
2020-01-13 0.17 0.31
2020-01-20 0.15 0.39
2020-01-27 0.17 0.37
2020-02-03 0.17 0.41
symptom:Rhinorrhea symptom:Rosacea \
open_covid_region_code date
US-AL 2020-01-06 0.53 0.55
2020-01-13 0.49 0.53
2020-01-20 0.64 0.64
2020-01-27 0.69 0.57
2020-02-03 0.64 0.55
symptom:Round ligament pain \
open_covid_region_code date
US-AL 2020-01-06 0.23
2020-01-13 0.25
2020-01-20 0.20
2020-01-27 0.22
2020-02-03 0.22
symptom:Rumination symptom:Scar \
open_covid_region_code date
US-AL 2020-01-06 0.11 3.31
2020-01-13 0.11 3.36
2020-01-20 0.14 3.52
2020-01-27 0.09 3.41
2020-02-03 0.11 3.39
symptom:Sciatica symptom:Scoliosis \
open_covid_region_code date
US-AL 2020-01-06 1.61 0.41
2020-01-13 1.61 0.43
2020-01-20 1.49 0.43
2020-01-27 1.53 0.43
2020-02-03 1.44 0.40
symptom:Seborrheic dermatitis \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.44
2020-01-20 0.50
2020-01-27 0.45
2020-02-03 0.45
symptom:Self-harm \
open_covid_region_code date
US-AL 2020-01-06 0.31
2020-01-13 0.32
2020-01-20 0.35
2020-01-27 0.34
2020-02-03 0.34
symptom:Sensitivity to sound \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.11
2020-01-20 0.10
2020-01-27 0.13
2020-02-03 0.12
symptom:Sexual dysfunction \
open_covid_region_code date
US-AL 2020-01-06 0.95
2020-01-13 0.97
2020-01-20 0.98
2020-01-27 0.98
2020-02-03 0.96
symptom:Shallow breathing \
open_covid_region_code date
US-AL 2020-01-06 0.07
2020-01-13 0.06
2020-01-20 0.05
2020-01-27 0.07
2020-02-03 0.06
symptom:Sharp pain symptom:Shivering \
open_covid_region_code date
US-AL 2020-01-06 1.21 0.24
2020-01-13 1.22 0.24
2020-01-20 1.19 0.26
2020-01-27 1.16 0.28
2020-02-03 1.17 0.24
symptom:Shortness of breath \
open_covid_region_code date
US-AL 2020-01-06 1.01
2020-01-13 1.04
2020-01-20 1.09
2020-01-27 1.13
2020-02-03 1.19
symptom:Shyness symptom:Sinusitis \
open_covid_region_code date
US-AL 2020-01-06 0.44 3.24
2020-01-13 0.43 2.80
2020-01-20 0.44 3.38
2020-01-27 0.45 3.52
2020-02-03 0.41 3.51
symptom:Skin condition symptom:Skin rash \
open_covid_region_code date
US-AL 2020-01-06 5.70 11.73
2020-01-13 5.82 8.96
2020-01-20 6.34 9.47
2020-01-27 6.03 11.35
2020-02-03 5.93 8.57
symptom:Skin tag symptom:Skin ulcer \
open_covid_region_code date
US-AL 2020-01-06 0.63 2.35
2020-01-13 0.69 2.35
2020-01-20 0.68 2.58
2020-01-27 0.64 2.57
2020-02-03 0.61 2.45
symptom:Sleep apnea \
open_covid_region_code date
US-AL 2020-01-06 1.88
2020-01-13 1.94
2020-01-20 1.83
2020-01-27 1.80
2020-02-03 1.81
symptom:Sleep deprivation \
open_covid_region_code date
US-AL 2020-01-06 0.45
2020-01-13 0.43
2020-01-20 0.43
2020-01-27 0.46
2020-02-03 0.46
symptom:Sleep disorder symptom:Snoring \
open_covid_region_code date
US-AL 2020-01-06 3.52 1.34
2020-01-13 3.38 1.29
2020-01-20 3.40 1.33
2020-01-27 3.33 1.26
2020-02-03 3.36 1.25
symptom:Sore throat symptom:Spasticity \
open_covid_region_code date
US-AL 2020-01-06 2.98 0.16
2020-01-13 2.97 0.16
2020-01-20 3.32 0.17
2020-01-27 3.96 0.17
2020-02-03 3.97 0.16
symptom:Splenomegaly symptom:Sputum \
open_covid_region_code date
US-AL 2020-01-06 0.22 0.23
2020-01-13 0.24 0.25
2020-01-20 0.23 0.27
2020-01-27 0.24 0.28
2020-02-03 0.23 0.29
symptom:Stomach rumble symptom:Strabismus \
open_covid_region_code date
US-AL 2020-01-06 0.19 0.48
2020-01-13 0.17 0.50
2020-01-20 0.17 0.53
2020-01-27 0.17 0.52
2020-02-03 0.15 0.48
symptom:Stretch marks symptom:Stridor \
open_covid_region_code date
US-AL 2020-01-06 0.68 0.11
2020-01-13 0.68 0.15
2020-01-20 0.75 0.16
2020-01-27 0.73 0.17
2020-02-03 0.74 0.18
symptom:Stroke symptom:Stuttering \
open_covid_region_code date
US-AL 2020-01-06 3.54 0.26
2020-01-13 3.85 0.28
2020-01-20 3.87 0.27
2020-01-27 3.83 0.24
2020-02-03 3.86 0.33
symptom:Subdural hematoma \
open_covid_region_code date
US-AL 2020-01-06 0.14
2020-01-13 0.19
2020-01-20 0.19
2020-01-27 0.17
2020-02-03 0.19
symptom:Suicidal ideation \
open_covid_region_code date
US-AL 2020-01-06 0.49
2020-01-13 0.63
2020-01-20 0.63
2020-01-27 0.61
2020-02-03 0.59
symptom:Swelling symptom:Swollen feet \
open_covid_region_code date
US-AL 2020-01-06 7.26 0.70
2020-01-13 7.31 0.76
2020-01-20 7.43 0.65
2020-01-27 7.42 0.71
2020-02-03 7.26 0.77
symptom:Swollen lymph nodes \
open_covid_region_code date
US-AL 2020-01-06 1.30
2020-01-13 1.38
2020-01-20 1.36
2020-01-27 1.40
2020-02-03 1.35
symptom:Syncope symptom:Tachycardia \
open_covid_region_code date
US-AL 2020-01-06 0.93 1.32
2020-01-13 1.05 1.52
2020-01-20 0.94 1.40
2020-01-27 0.98 1.41
2020-02-03 0.97 1.38
symptom:Tachypnea symptom:Telangiectasia \
open_covid_region_code date
US-AL 2020-01-06 0.14 0.30
2020-01-13 0.16 0.29
2020-01-20 0.18 0.31
2020-01-27 0.19 0.32
2020-02-03 0.17 0.32
symptom:Tenderness \
open_covid_region_code date
US-AL 2020-01-06 0.21
2020-01-13 0.21
2020-01-20 0.21
2020-01-27 0.20
2020-02-03 0.21
symptom:Testicular pain \
open_covid_region_code date
US-AL 2020-01-06 0.35
2020-01-13 0.37
2020-01-20 0.36
2020-01-27 0.37
2020-02-03 0.37
symptom:Throat irritation \
open_covid_region_code date
US-AL 2020-01-06 0.28
2020-01-13 0.26
2020-01-20 0.30
2020-01-27 0.37
2020-02-03 0.36
symptom:Thrombocytopenia \
open_covid_region_code date
US-AL 2020-01-06 0.51
2020-01-13 0.54
2020-01-20 0.60
2020-01-27 0.65
2020-02-03 0.61
symptom:Thyroid nodule symptom:Tic \
open_covid_region_code date
US-AL 2020-01-06 0.22 0.30
2020-01-13 0.25 0.34
2020-01-20 0.23 0.33
2020-01-27 0.22 0.37
2020-02-03 0.24 0.37
symptom:Tinnitus symptom:Tonsillitis \
open_covid_region_code date
US-AL 2020-01-06 1.28 1.00
2020-01-13 1.30 1.04
2020-01-20 1.31 1.09
2020-01-27 1.29 1.16
2020-02-03 1.30 1.15
symptom:Toothache symptom:Tremor \
open_covid_region_code date
US-AL 2020-01-06 1.49 0.92
2020-01-13 1.47 1.04
2020-01-20 1.47 0.99
2020-01-27 1.49 0.91
2020-02-03 1.47 0.92
symptom:Trichoptilosis symptom:Tumor \
open_covid_region_code date
US-AL 2020-01-06 0.15 1.63
2020-01-13 0.19 1.67
2020-01-20 0.18 1.62
2020-01-27 0.21 1.67
2020-02-03 0.16 1.60
symptom:Type 2 diabetes \
open_covid_region_code date
US-AL 2020-01-06 6.14
2020-01-13 6.32
2020-01-20 6.40
2020-01-27 6.38
2020-02-03 6.12
symptom:Unconsciousness \
open_covid_region_code date
US-AL 2020-01-06 0.27
2020-01-13 0.29
2020-01-20 0.30
2020-01-27 0.31
2020-02-03 0.29
symptom:Underweight \
open_covid_region_code date
US-AL 2020-01-06 0.87
2020-01-13 0.87
2020-01-20 0.90
2020-01-27 0.88
2020-02-03 0.78
symptom:Upper respiratory tract infection \
open_covid_region_code date
US-AL 2020-01-06 0.39
2020-01-13 0.36
2020-01-20 0.42
2020-01-27 0.52
2020-02-03 0.55
symptom:Urethritis \
open_covid_region_code date
US-AL 2020-01-06 0.34
2020-01-13 0.34
2020-01-20 0.37
2020-01-27 0.38
2020-02-03 0.35
symptom:Urinary incontinence \
open_covid_region_code date
US-AL 2020-01-06 1.88
2020-01-13 1.94
2020-01-20 1.92
2020-01-27 1.97
2020-02-03 1.90
symptom:Urinary tract infection \
open_covid_region_code date
US-AL 2020-01-06 6.35
2020-01-13 6.45
2020-01-20 6.51
2020-01-27 6.48
2020-02-03 6.34
symptom:Urinary urgency \
open_covid_region_code date
US-AL 2020-01-06 0.12
2020-01-13 0.13
2020-01-20 0.12
2020-01-27 0.12
2020-02-03 0.12
symptom:Uterine contraction \
open_covid_region_code date
US-AL 2020-01-06 1.16
2020-01-13 1.21
2020-01-20 1.26
2020-01-27 1.25
2020-02-03 1.22
symptom:Vaginal bleeding \
open_covid_region_code date
US-AL 2020-01-06 0.89
2020-01-13 0.86
2020-01-20 0.90
2020-01-27 0.85
2020-02-03 0.84
symptom:Vaginal discharge \
open_covid_region_code date
US-AL 2020-01-06 4.46
2020-01-13 4.29
2020-01-20 4.61
2020-01-27 4.32
2020-02-03 4.21
symptom:Vaginitis symptom:Varicose veins \
open_covid_region_code date
US-AL 2020-01-06 1.21 0.60
2020-01-13 1.15 0.63
2020-01-20 1.26 0.61
2020-01-27 1.21 0.62
2020-02-03 1.20 0.64
symptom:Vasculitis \
open_covid_region_code date
US-AL 2020-01-06 0.20
2020-01-13 0.19
2020-01-20 0.24
2020-01-27 0.20
2020-02-03 0.22
symptom:Ventricular fibrillation \
open_covid_region_code date
US-AL 2020-01-06 0.11
2020-01-13 0.11
2020-01-20 0.14
2020-01-27 0.15
2020-02-03 0.13
symptom:Ventricular tachycardia \
open_covid_region_code date
US-AL 2020-01-06 0.38
2020-01-13 0.33
2020-01-20 0.37
2020-01-27 0.36
2020-02-03 0.38
symptom:Vertigo symptom:Viral pneumonia \
open_covid_region_code date
US-AL 2020-01-06 1.53 0.17
2020-01-13 1.52 0.13
2020-01-20 1.64 0.17
2020-01-27 1.52 0.17
2020-02-03 1.52 0.18
symptom:Visual acuity symptom:Vomiting \
open_covid_region_code date
US-AL 2020-01-06 0.34 3.89
2020-01-13 0.33 4.07
2020-01-20 0.35 4.21
2020-01-27 0.34 4.48
2020-02-03 0.30 4.74
symptom:Wart symptom:Water retention \
open_covid_region_code date
US-AL 2020-01-06 1.89 0.34
2020-01-13 1.89 0.40
2020-01-20 1.77 0.36
2020-01-27 1.81 0.36
2020-02-03 1.75 0.39
symptom:Weakness symptom:Weight gain \
open_covid_region_code date
US-AL 2020-01-06 0.58 4.89
2020-01-13 0.60 4.80
2020-01-20 0.56 4.86
2020-01-27 0.64 4.66
2020-02-03 0.60 4.67
symptom:Wheeze symptom:Xeroderma \
open_covid_region_code date
US-AL 2020-01-06 0.42 3.00
2020-01-13 0.39 2.65
2020-01-20 0.40 3.72
2020-01-27 0.42 3.11
2020-02-03 0.45 2.85
symptom:Xerostomia symptom:Yawn \
open_covid_region_code date
US-AL 2020-01-06 0.60 0.23
2020-01-13 0.60 0.24
2020-01-20 0.66 0.22
2020-01-27 0.62 0.19
2020-02-03 0.59 0.20
symptom:hyperhidrosis \
open_covid_region_code date
US-AL 2020-01-06 0.64
2020-01-13 0.73
2020-01-20 0.64
2020-01-27 0.68
2020-02-03 0.69
symptom:pancreatitis state_codes \
open_covid_region_code date
US-AL 2020-01-06 0.60 AL
2020-01-13 0.58 AL
2020-01-20 0.60 AL
2020-01-27 0.55 AL
2020-02-03 0.58 AL
region_name hospitalized_new
open_covid_region_code date
US-AL 2020-01-06 NaN NaN
2020-01-13 NaN NaN
2020-01-20 NaN NaN
2020-01-27 NaN NaN
2020-02-03 NaN NaN
(2649, 428)
country_region sub_region_1 \
open_covid_region_code date
US-NY 2020-04-20 United States New York
US-WY 2020-11-23 United States Wyoming
2020-11-09 United States Wyoming
US-ND 2020-10-26 United States North Dakota
US-UT 2020-09-07 United States Utah
sub_region_1_code \
open_covid_region_code date
US-NY 2020-04-20 US-NY
US-WY 2020-11-23 US-WY
2020-11-09 US-WY
US-ND 2020-10-26 US-ND
US-UT 2020-09-07 US-UT
symptom:Abdominal obesity \
open_covid_region_code date
US-NY 2020-04-20 4.26
US-WY 2020-11-23 1.97
2020-11-09 2.03
US-ND 2020-10-26 2.26
US-UT 2020-09-07 1.68
symptom:Abdominal pain symptom:Acne \
open_covid_region_code date
US-NY 2020-04-20 4.59 13.25
US-WY 2020-11-23 5.46 8.79
2020-11-09 5.36 8.64
US-ND 2020-10-26 5.29 9.43
US-UT 2020-09-07 3.99 7.50
symptom:Actinic keratosis \
open_covid_region_code date
US-NY 2020-04-20 0.28
US-WY 2020-11-23 0.38
2020-11-09 0.39
US-ND 2020-10-26 0.32
US-UT 2020-09-07 0.30
symptom:Acute bronchitis \
open_covid_region_code date
US-NY 2020-04-20 0.33
US-WY 2020-11-23 0.42
2020-11-09 0.43
US-ND 2020-10-26 0.50
US-UT 2020-09-07 0.16
symptom:Adrenal crisis symptom:Ageusia \
open_covid_region_code date
US-NY 2020-04-20 0.11 0.24
US-WY 2020-11-23 NaN 0.67
2020-11-09 0.19 0.74
US-ND 2020-10-26 0.16 0.79
US-UT 2020-09-07 0.10 0.12
symptom:Alcoholism \
open_covid_region_code date
US-NY 2020-04-20 4.58
US-WY 2020-11-23 5.07
2020-11-09 5.32
US-ND 2020-10-26 5.89
US-UT 2020-09-07 3.27
symptom:Allergic conjunctivitis \
open_covid_region_code date
US-NY 2020-04-20 0.09
US-WY 2020-11-23 NaN
2020-11-09 NaN
US-ND 2020-10-26 NaN
US-UT 2020-09-07 0.05
symptom:Allergy symptom:Amblyopia \
open_covid_region_code date
US-NY 2020-04-20 12.11 0.21
US-WY 2020-11-23 10.38 0.24
2020-11-09 10.77 0.19
US-ND 2020-10-26 10.80 0.20
US-UT 2020-09-07 9.13 0.18
symptom:Amenorrhea symptom:Amnesia \
open_covid_region_code date
US-NY 2020-04-20 0.17 0.48
US-WY 2020-11-23 0.15 0.43
2020-11-09 0.22 0.59
US-ND 2020-10-26 0.18 0.73
US-UT 2020-09-07 0.11 0.41
symptom:Anal fissure symptom:Anaphylaxis \
open_covid_region_code date
US-NY 2020-04-20 0.31 0.50
US-WY 2020-11-23 0.48 0.58
2020-11-09 0.41 0.49
US-ND 2020-10-26 0.39 0.50
US-UT 2020-09-07 0.22 0.43
symptom:Anemia symptom:Angina pectoris \
open_covid_region_code date
US-NY 2020-04-20 2.30 0.95
US-WY 2020-11-23 2.44 0.71
2020-11-09 2.76 1.03
US-ND 2020-10-26 3.49 0.83
US-UT 2020-09-07 1.85 0.52
symptom:Angioedema \
open_covid_region_code date
US-NY 2020-04-20 0.21
US-WY 2020-11-23 0.45
2020-11-09 0.25
US-ND 2020-10-26 0.21
US-UT 2020-09-07 0.18
symptom:Angular cheilitis symptom:Anosmia \
open_covid_region_code date
US-NY 2020-04-20 0.10 0.39
US-WY 2020-11-23 NaN 0.79
2020-11-09 NaN 0.84
US-ND 2020-10-26 NaN 0.92
US-UT 2020-09-07 0.05 0.14
symptom:Anxiety symptom:Aphasia \
open_covid_region_code date
US-NY 2020-04-20 9.44 0.30
US-WY 2020-11-23 8.68 0.27
2020-11-09 10.24 0.28
US-ND 2020-10-26 12.26 0.48
US-UT 2020-09-07 7.55 0.25
symptom:Aphonia symptom:Apnea \
open_covid_region_code date
US-NY 2020-04-20 0.06 0.46
US-WY 2020-11-23 NaN 0.52
2020-11-09 NaN 0.69
US-ND 2020-10-26 0.10 0.72
US-UT 2020-09-07 0.04 0.41
symptom:Arthralgia symptom:Arthritis \
open_covid_region_code date
US-NY 2020-04-20 0.35 6.41
US-WY 2020-11-23 0.41 5.39
2020-11-09 0.51 6.12
US-ND 2020-10-26 0.61 5.73
US-UT 2020-09-07 0.34 4.01
symptom:Ascites symptom:Asperger syndrome \
open_covid_region_code date
US-NY 2020-04-20 0.17 1.20
US-WY 2020-11-23 0.18 1.25
2020-11-09 0.24 1.35
US-ND 2020-10-26 0.25 1.50
US-UT 2020-09-07 0.15 2.66
symptom:Asphyxia symptom:Asthma \
open_covid_region_code date
US-NY 2020-04-20 0.15 3.31
US-WY 2020-11-23 0.13 2.38
2020-11-09 0.18 2.66
US-ND 2020-10-26 0.13 2.65
US-UT 2020-09-07 0.13 1.72
symptom:Astigmatism symptom:Ataxia \
open_covid_region_code date
US-NY 2020-04-20 0.23 0.18
US-WY 2020-11-23 0.47 0.14
2020-11-09 0.38 0.23
US-ND 2020-10-26 0.47 0.59
US-UT 2020-09-07 0.32 0.13
symptom:Atheroma \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 0.13
2020-11-09 0.17
US-ND 2020-10-26 0.15
US-UT 2020-09-07 0.09
symptom:Attention deficit hyperactivity disorder \
open_covid_region_code date
US-NY 2020-04-20 3.04
US-WY 2020-11-23 3.46
2020-11-09 4.18
US-ND 2020-10-26 4.52
US-UT 2020-09-07 3.59
symptom:Auditory hallucination \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 NaN
2020-11-09 0.12
US-ND 2020-10-26 0.13
US-UT 2020-09-07 0.08
symptom:Autoimmune disease \
open_covid_region_code date
US-NY 2020-04-20 1.58
US-WY 2020-11-23 1.85
2020-11-09 1.83
US-ND 2020-10-26 1.88
US-UT 2020-09-07 1.46
symptom:Avoidant personality disorder \
open_covid_region_code date
US-NY 2020-04-20 0.35
US-WY 2020-11-23 0.29
2020-11-09 0.29
US-ND 2020-10-26 0.28
US-UT 2020-09-07 0.31
symptom:Back pain \
open_covid_region_code date
US-NY 2020-04-20 5.94
US-WY 2020-11-23 6.79
2020-11-09 6.84
US-ND 2020-10-26 6.81
US-UT 2020-09-07 4.91
symptom:Bacterial vaginosis \
open_covid_region_code date
US-NY 2020-04-20 1.27
US-WY 2020-11-23 0.96
2020-11-09 1.20
US-ND 2020-10-26 1.27
US-UT 2020-09-07 0.80
symptom:Balance disorder \
open_covid_region_code date
US-NY 2020-04-20 0.13
US-WY 2020-11-23 0.18
2020-11-09 0.15
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.12
symptom:Beau's lines symptom:Bell's palsy \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.24
US-WY 2020-11-23 0.14 0.20
2020-11-09 0.18 0.34
US-ND 2020-10-26 0.13 0.33
US-UT 2020-09-07 0.09 0.17
symptom:Biliary colic \
open_covid_region_code date
US-NY 2020-04-20 0.18
US-WY 2020-11-23 0.30
2020-11-09 0.41
US-ND 2020-10-26 0.40
US-UT 2020-09-07 0.21
symptom:Binge eating symptom:Bleeding \
open_covid_region_code date
US-NY 2020-04-20 0.40 3.99
US-WY 2020-11-23 0.26 4.65
2020-11-09 0.24 4.97
US-ND 2020-10-26 0.38 5.11
US-UT 2020-09-07 0.23 3.44
symptom:Bleeding on probing \
open_covid_region_code date
US-NY 2020-04-20 0.21
US-WY 2020-11-23 0.12
2020-11-09 0.14
US-ND 2020-10-26 0.15
US-UT 2020-09-07 0.12
symptom:Blepharospasm symptom:Bloating \
open_covid_region_code date
US-NY 2020-04-20 0.36 2.71
US-WY 2020-11-23 0.26 2.21
2020-11-09 0.23 2.10
US-ND 2020-10-26 0.45 2.31
US-UT 2020-09-07 0.23 1.79
symptom:Blood in stool \
open_covid_region_code date
US-NY 2020-04-20 0.43
US-WY 2020-11-23 0.66
2020-11-09 0.67
US-ND 2020-10-26 0.66
US-UT 2020-09-07 0.44
symptom:Blurred vision symptom:Blushing \
open_covid_region_code date
US-NY 2020-04-20 0.34 0.28
US-WY 2020-11-23 0.54 0.14
2020-11-09 0.53 0.23
US-ND 2020-10-26 0.56 0.20
US-UT 2020-09-07 0.35 0.21
symptom:Boil symptom:Bone fracture \
open_covid_region_code date
US-NY 2020-04-20 0.90 2.62
US-WY 2020-11-23 0.85 3.33
2020-11-09 0.87 3.67
US-ND 2020-10-26 1.06 4.33
US-UT 2020-09-07 0.73 3.08
symptom:Bone tumor \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.36
2020-11-09 0.35
US-ND 2020-10-26 0.29
US-UT 2020-09-07 0.15
symptom:Bowel obstruction \
open_covid_region_code date
US-NY 2020-04-20 0.24
US-WY 2020-11-23 0.28
2020-11-09 0.41
US-ND 2020-10-26 0.54
US-UT 2020-09-07 0.21
symptom:Bradycardia \
open_covid_region_code date
US-NY 2020-04-20 0.71
US-WY 2020-11-23 0.81
2020-11-09 0.81
US-ND 2020-10-26 0.67
US-UT 2020-09-07 0.45
symptom:Braxton Hicks contractions \
open_covid_region_code date
US-NY 2020-04-20 0.39
US-WY 2020-11-23 0.52
2020-11-09 0.35
US-ND 2020-10-26 0.62
US-UT 2020-09-07 0.42
symptom:Breakthrough bleeding \
open_covid_region_code date
US-NY 2020-04-20 0.59
US-WY 2020-11-23 0.88
2020-11-09 0.80
US-ND 2020-10-26 0.70
US-UT 2020-09-07 0.60
symptom:Breast pain symptom:Bronchitis \
open_covid_region_code date
US-NY 2020-04-20 0.54 0.64
US-WY 2020-11-23 0.70 0.62
2020-11-09 0.49 0.69
US-ND 2020-10-26 0.64 0.67
US-UT 2020-09-07 0.44 0.28
symptom:Bruise symptom:Bruxism \
open_covid_region_code date
US-NY 2020-04-20 1.41 0.37
US-WY 2020-11-23 1.86 0.45
2020-11-09 1.77 0.35
US-ND 2020-10-26 2.01 0.42
US-UT 2020-09-07 1.58 0.33
symptom:Bunion symptom:Burn \
open_covid_region_code date
US-NY 2020-04-20 0.43 2.08
US-WY 2020-11-23 0.50 1.91
2020-11-09 0.55 1.99
US-ND 2020-10-26 0.55 2.07
US-UT 2020-09-07 0.32 1.69
symptom:Burning Chest Pain \
open_covid_region_code date
US-NY 2020-04-20 0.11
US-WY 2020-11-23 0.14
2020-11-09 NaN
US-ND 2020-10-26 0.11
US-UT 2020-09-07 0.08
symptom:Burning mouth syndrome \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.21
2020-11-09 0.16
US-ND 2020-10-26 0.22
US-UT 2020-09-07 0.14
symptom:Candidiasis symptom:Canker sore \
open_covid_region_code date
US-NY 2020-04-20 2.91 1.03
US-WY 2020-11-23 2.81 1.29
2020-11-09 2.95 1.08
US-ND 2020-10-26 2.83 1.24
US-UT 2020-09-07 2.09 0.99
symptom:Cardiac arrest \
open_covid_region_code date
US-NY 2020-04-20 0.59
US-WY 2020-11-23 0.48
2020-11-09 0.65
US-ND 2020-10-26 0.87
US-UT 2020-09-07 0.39
symptom:Carpal tunnel syndrome \
open_covid_region_code date
US-NY 2020-04-20 0.89
US-WY 2020-11-23 1.10
2020-11-09 1.12
US-ND 2020-10-26 1.15
US-UT 2020-09-07 0.80
symptom:Cataplexy symptom:Cataract \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.33
US-WY 2020-11-23 0.11 0.51
2020-11-09 0.10 0.64
US-ND 2020-10-26 0.12 0.86
US-UT 2020-09-07 0.11 0.41
symptom:Chancre symptom:Cheilitis \
open_covid_region_code date
US-NY 2020-04-20 0.19 0.37
US-WY 2020-11-23 0.12 0.49
2020-11-09 0.21 0.26
US-ND 2020-10-26 0.31 0.31
US-UT 2020-09-07 0.14 0.26
symptom:Chest pain symptom:Chills \
open_covid_region_code date
US-NY 2020-04-20 1.95 0.41
US-WY 2020-11-23 1.68 0.41
2020-11-09 1.83 0.45
US-ND 2020-10-26 1.80 0.43
US-UT 2020-09-07 1.16 0.23
symptom:Chorea symptom:Chronic pain \
open_covid_region_code date
US-NY 2020-04-20 0.16 0.99
US-WY 2020-11-23 0.26 1.14
2020-11-09 0.10 1.32
US-ND 2020-10-26 0.20 1.25
US-UT 2020-09-07 0.12 0.95
symptom:Cirrhosis \
open_covid_region_code date
US-NY 2020-04-20 0.57
US-WY 2020-11-23 0.68
2020-11-09 0.72
US-ND 2020-10-26 0.91
US-UT 2020-09-07 0.49
symptom:Cleft lip and cleft palate \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.14
2020-11-09 0.25
US-ND 2020-10-26 0.22
US-UT 2020-09-07 0.17
symptom:Clouding of consciousness \
open_covid_region_code date
US-NY 2020-04-20 0.10
US-WY 2020-11-23 NaN
2020-11-09 0.18
US-ND 2020-10-26 0.10
US-UT 2020-09-07 0.11
symptom:Cluster headache symptom:Colitis \
open_covid_region_code date
US-NY 2020-04-20 0.27 0.47
US-WY 2020-11-23 0.27 0.58
2020-11-09 0.30 0.68
US-ND 2020-10-26 0.31 0.66
US-UT 2020-09-07 0.22 0.44
symptom:Coma symptom:Common cold \
open_covid_region_code date
US-NY 2020-04-20 0.75 14.10
US-WY 2020-11-23 0.32 12.45
2020-11-09 0.41 14.66
US-ND 2020-10-26 0.42 14.21
US-UT 2020-09-07 0.27 9.93
symptom:Compulsive behavior \
open_covid_region_code date
US-NY 2020-04-20 0.90
US-WY 2020-11-23 0.68
2020-11-09 0.75
US-ND 2020-10-26 0.72
US-UT 2020-09-07 0.68
symptom:Compulsive hoarding \
open_covid_region_code date
US-NY 2020-04-20 0.18
US-WY 2020-11-23 0.21
2020-11-09 0.12
US-ND 2020-10-26 0.11
US-UT 2020-09-07 0.12
symptom:Confusion \
open_covid_region_code date
US-NY 2020-04-20 0.32
US-WY 2020-11-23 0.36
2020-11-09 0.27
US-ND 2020-10-26 0.38
US-UT 2020-09-07 0.21
symptom:Congenital heart defect \
open_covid_region_code date
US-NY 2020-04-20 0.23
US-WY 2020-11-23 NaN
2020-11-09 0.19
US-ND 2020-10-26 0.33
US-UT 2020-09-07 0.21
symptom:Conjunctivitis \
open_covid_region_code date
US-NY 2020-04-20 0.85
US-WY 2020-11-23 0.94
2020-11-09 0.99
US-ND 2020-10-26 0.89
US-UT 2020-09-07 0.68
symptom:Constipation symptom:Convulsion \
open_covid_region_code date
US-NY 2020-04-20 3.93 0.33
US-WY 2020-11-23 3.89 0.17
2020-11-09 3.96 0.37
US-ND 2020-10-26 4.30 0.42
US-UT 2020-09-07 2.89 0.27
symptom:Cough symptom:Crackles \
open_covid_region_code date
US-NY 2020-04-20 5.87 0.09
US-WY 2020-11-23 5.79 0.14
2020-11-09 6.37 0.11
US-ND 2020-10-26 6.50 0.17
US-UT 2020-09-07 3.37 0.07
symptom:Cramp symptom:Crepitus \
open_covid_region_code date
US-NY 2020-04-20 3.01 0.12
US-WY 2020-11-23 3.50 0.13
2020-11-09 3.51 0.10
US-ND 2020-10-26 3.62 0.14
US-UT 2020-09-07 2.72 0.09
symptom:Croup symptom:Cyanosis \
open_covid_region_code date
US-NY 2020-04-20 0.13 0.14
US-WY 2020-11-23 0.17 0.11
2020-11-09 0.20 0.21
US-ND 2020-10-26 0.20 0.14
US-UT 2020-09-07 0.12 0.09
symptom:Dandruff \
open_covid_region_code date
US-NY 2020-04-20 1.94
US-WY 2020-11-23 0.90
2020-11-09 1.05
US-ND 2020-10-26 1.08
US-UT 2020-09-07 0.83
symptom:Delayed onset muscle soreness \
open_covid_region_code date
US-NY 2020-04-20 0.57
US-WY 2020-11-23 0.56
2020-11-09 0.55
US-ND 2020-10-26 0.44
US-UT 2020-09-07 0.47
symptom:Dementia \
open_covid_region_code date
US-NY 2020-04-20 2.12
US-WY 2020-11-23 2.63
2020-11-09 2.75
US-ND 2020-10-26 2.76
US-UT 2020-09-07 1.81
symptom:Dentin hypersensitivity \
open_covid_region_code date
US-NY 2020-04-20 0.39
US-WY 2020-11-23 0.21
2020-11-09 0.35
US-ND 2020-10-26 0.28
US-UT 2020-09-07 0.23
symptom:Depersonalization \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 0.15
2020-11-09 0.17
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.14
symptom:Depression symptom:Dermatitis \
open_covid_region_code date
US-NY 2020-04-20 5.13 3.02
US-WY 2020-11-23 5.76 2.47
2020-11-09 6.45 2.47
US-ND 2020-10-26 7.71 2.51
US-UT 2020-09-07 4.75 1.85
symptom:Desquamation \
open_covid_region_code date
US-NY 2020-04-20 0.43
US-WY 2020-11-23 0.49
2020-11-09 0.25
US-ND 2020-10-26 0.38
US-UT 2020-09-07 0.30
symptom:Developmental disability \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.74
2020-11-09 1.00
US-ND 2020-10-26 0.29
US-UT 2020-09-07 0.09
symptom:Diabetes \
open_covid_region_code date
US-NY 2020-04-20 7.92
US-WY 2020-11-23 8.48
2020-11-09 9.66
US-ND 2020-10-26 9.72
US-UT 2020-09-07 6.28
symptom:Diabetic ketoacidosis \
open_covid_region_code date
US-NY 2020-04-20 0.27
US-WY 2020-11-23 0.30
2020-11-09 0.38
US-ND 2020-10-26 0.44
US-UT 2020-09-07 0.22
symptom:Diarrhea symptom:Dizziness \
open_covid_region_code date
US-NY 2020-04-20 4.01 1.68
US-WY 2020-11-23 4.59 2.01
2020-11-09 4.48 2.07
US-ND 2020-10-26 4.98 2.08
US-UT 2020-09-07 3.69 1.49
symptom:Dry eye syndrome \
open_covid_region_code date
US-NY 2020-04-20 0.70
US-WY 2020-11-23 0.77
2020-11-09 0.84
US-ND 2020-10-26 0.75
US-UT 2020-09-07 0.54
symptom:Dysautonomia symptom:Dysgeusia \
open_covid_region_code date
US-NY 2020-04-20 0.06 0.17
US-WY 2020-11-23 0.10 0.36
2020-11-09 0.13 0.43
US-ND 2020-10-26 0.12 0.40
US-UT 2020-09-07 0.09 0.13
symptom:Dysmenorrhea symptom:Dyspareunia \
open_covid_region_code date
US-NY 2020-04-20 1.45 0.11
US-WY 2020-11-23 1.34 0.12
2020-11-09 1.25 0.14
US-ND 2020-10-26 1.46 0.13
US-UT 2020-09-07 1.11 0.09
symptom:Dysphagia symptom:Dysphoria \
open_covid_region_code date
US-NY 2020-04-20 0.36 0.18
US-WY 2020-11-23 0.42 0.37
2020-11-09 0.41 0.34
US-ND 2020-10-26 0.37 0.35
US-UT 2020-09-07 0.28 0.23
symptom:Dystonia symptom:Dysuria \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.14
US-WY 2020-11-23 0.27 0.13
2020-11-09 0.24 0.14
US-ND 2020-10-26 0.25 0.22
US-UT 2020-09-07 0.14 0.12
symptom:Ear pain symptom:Eczema \
open_covid_region_code date
US-NY 2020-04-20 0.69 0.27
US-WY 2020-11-23 0.85 0.23
2020-11-09 0.90 0.29
US-ND 2020-10-26 0.88 0.28
US-UT 2020-09-07 0.57 0.18
symptom:Edema symptom:Encephalitis \
open_covid_region_code date
US-NY 2020-04-20 0.82 0.23
US-WY 2020-11-23 0.86 0.13
2020-11-09 0.94 0.17
US-ND 2020-10-26 1.03 0.21
US-UT 2020-09-07 0.66 0.19
symptom:Encephalopathy \
open_covid_region_code date
US-NY 2020-04-20 0.21
US-WY 2020-11-23 NaN
2020-11-09 0.33
US-ND 2020-10-26 0.25
US-UT 2020-09-07 0.15
symptom:Epidermoid cyst symptom:Epilepsy \
open_covid_region_code date
US-NY 2020-04-20 0.24 2.02
US-WY 2020-11-23 0.32 2.24
2020-11-09 0.36 2.67
US-ND 2020-10-26 0.26 2.59
US-UT 2020-09-07 0.18 2.24
symptom:Epiphora \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 0.12
2020-11-09 NaN
US-ND 2020-10-26 0.09
US-UT 2020-09-07 0.09
symptom:Erectile dysfunction \
open_covid_region_code date
US-NY 2020-04-20 2.68
US-WY 2020-11-23 2.89
2020-11-09 3.05
US-ND 2020-10-26 2.86
US-UT 2020-09-07 2.08
symptom:Erythema \
open_covid_region_code date
US-NY 2020-04-20 0.71
US-WY 2020-11-23 0.45
2020-11-09 0.55
US-ND 2020-10-26 0.65
US-UT 2020-09-07 0.41
symptom:Erythema chronicum migrans \
open_covid_region_code date
US-NY 2020-04-20 0.25
US-WY 2020-11-23 NaN
2020-11-09 NaN
US-ND 2020-10-26 0.13
US-UT 2020-09-07 0.24
symptom:Esophagitis \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 0.20
2020-11-09 0.18
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.12
symptom:Excessive daytime sleepiness \
open_covid_region_code date
US-NY 2020-04-20 0.33
US-WY 2020-11-23 0.28
2020-11-09 0.25
US-ND 2020-10-26 0.28
US-UT 2020-09-07 0.29
symptom:Eye pain symptom:Eye strain \
open_covid_region_code date
US-NY 2020-04-20 0.21 0.63
US-WY 2020-11-23 0.16 0.26
2020-11-09 0.24 0.31
US-ND 2020-10-26 0.30 0.38
US-UT 2020-09-07 0.14 0.36
symptom:Facial nerve paralysis \
open_covid_region_code date
US-NY 2020-04-20 0.20
US-WY 2020-11-23 0.16
2020-11-09 0.15
US-ND 2020-10-26 0.32
US-UT 2020-09-07 0.16
symptom:Facial swelling \
open_covid_region_code date
US-NY 2020-04-20 0.13
US-WY 2020-11-23 0.15
2020-11-09 0.12
US-ND 2020-10-26 0.15
US-UT 2020-09-07 0.10
symptom:Fasciculation symptom:Fatigue \
open_covid_region_code date
US-NY 2020-04-20 0.76 4.70
US-WY 2020-11-23 0.79 5.05
2020-11-09 0.69 5.82
US-ND 2020-10-26 1.07 6.29
US-UT 2020-09-07 0.60 4.22
symptom:Fatty liver disease \
open_covid_region_code date
US-NY 2020-04-20 0.31
US-WY 2020-11-23 0.33
2020-11-09 0.30
US-ND 2020-10-26 0.41
US-UT 2020-09-07 0.28
symptom:Fecal incontinence symptom:Fever \
open_covid_region_code date
US-NY 2020-04-20 0.16 6.29
US-WY 2020-11-23 0.23 6.07
2020-11-09 0.19 6.79
US-ND 2020-10-26 0.20 6.37
US-UT 2020-09-07 0.16 3.75
symptom:Fibrillation \
open_covid_region_code date
US-NY 2020-04-20 0.39
US-WY 2020-11-23 0.43
2020-11-09 0.61
US-ND 2020-10-26 0.55
US-UT 2020-09-07 0.31
symptom:Fibrocystic breast changes \
open_covid_region_code date
US-NY 2020-04-20 0.10
US-WY 2020-11-23 0.16
2020-11-09 0.13
US-ND 2020-10-26 0.15
US-UT 2020-09-07 0.09
symptom:Fibromyalgia symptom:Flatulence \
open_covid_region_code date
US-NY 2020-04-20 0.53 2.81
US-WY 2020-11-23 0.78 2.64
2020-11-09 0.74 2.57
US-ND 2020-10-26 0.90 2.54
US-UT 2020-09-07 0.57 1.80
symptom:Floater symptom:Focal seizure \
open_covid_region_code date
US-NY 2020-04-20 0.22 0.12
US-WY 2020-11-23 0.20 0.15
2020-11-09 0.26 0.16
US-ND 2020-10-26 0.27 0.14
US-UT 2020-09-07 0.16 0.09
symptom:Folate deficiency \
open_covid_region_code date
US-NY 2020-04-20 0.20
US-WY 2020-11-23 0.19
2020-11-09 0.22
US-ND 2020-10-26 0.26
US-UT 2020-09-07 0.16
symptom:Food craving \
open_covid_region_code date
US-NY 2020-04-20 0.53
US-WY 2020-11-23 0.58
2020-11-09 0.54
US-ND 2020-10-26 0.57
US-UT 2020-09-07 0.45
symptom:Food intolerance \
open_covid_region_code date
US-NY 2020-04-20 0.61
US-WY 2020-11-23 0.85
2020-11-09 0.80
US-ND 2020-10-26 0.72
US-UT 2020-09-07 0.61
symptom:Frequent urination \
open_covid_region_code date
US-NY 2020-04-20 0.51
US-WY 2020-11-23 0.67
2020-11-09 0.43
US-ND 2020-10-26 0.57
US-UT 2020-09-07 0.42
symptom:Gastroesophageal reflux disease \
open_covid_region_code date
US-NY 2020-04-20 5.01
US-WY 2020-11-23 4.77
2020-11-09 5.02
US-ND 2020-10-26 5.06
US-UT 2020-09-07 3.22
symptom:Gastroparesis \
open_covid_region_code date
US-NY 2020-04-20 0.13
US-WY 2020-11-23 0.24
2020-11-09 0.30
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.11
symptom:Generalized anxiety disorder \
open_covid_region_code date
US-NY 2020-04-20 1.21
US-WY 2020-11-23 0.97
2020-11-09 1.32
US-ND 2020-10-26 1.53
US-UT 2020-09-07 1.04
symptom:Generalized tonic–clonic seizure \
open_covid_region_code date
US-NY 2020-04-20 0.18
US-WY 2020-11-23 0.23
2020-11-09 0.23
US-ND 2020-10-26 0.30
US-UT 2020-09-07 0.16
symptom:Genital wart \
open_covid_region_code date
US-NY 2020-04-20 0.86
US-WY 2020-11-23 0.83
2020-11-09 0.94
US-ND 2020-10-26 1.04
US-UT 2020-09-07 0.73
symptom:Gingival recession \
open_covid_region_code date
US-NY 2020-04-20 0.13
US-WY 2020-11-23 0.16
2020-11-09 0.15
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.10
symptom:Gingivitis \
open_covid_region_code date
US-NY 2020-04-20 0.53
US-WY 2020-11-23 0.34
2020-11-09 0.44
US-ND 2020-10-26 0.47
US-UT 2020-09-07 0.35
symptom:Globus pharyngis symptom:Goitre \
open_covid_region_code date
US-NY 2020-04-20 0.15 0.14
US-WY 2020-11-23 0.12 0.21
2020-11-09 0.10 0.23
US-ND 2020-10-26 0.14 0.19
US-UT 2020-09-07 0.10 0.15
symptom:Gout symptom:Grandiosity \
open_covid_region_code date
US-NY 2020-04-20 1.03 0.18
US-WY 2020-11-23 1.35 0.23
2020-11-09 1.39 0.16
US-ND 2020-10-26 1.15 0.18
US-UT 2020-09-07 0.75 0.13
symptom:Granuloma symptom:Guilt \
open_covid_region_code date
US-NY 2020-04-20 0.13 0.46
US-WY 2020-11-23 0.16 0.33
2020-11-09 0.13 0.40
US-ND 2020-10-26 0.23 0.46
US-UT 2020-09-07 0.11 0.31
symptom:Hair loss symptom:Halitosis \
open_covid_region_code date
US-NY 2020-04-20 7.95 1.02
US-WY 2020-11-23 4.80 0.65
2020-11-09 4.90 0.68
US-ND 2020-10-26 4.78 0.71
US-UT 2020-09-07 4.06 0.61
symptom:Hay fever symptom:Headache \
open_covid_region_code date
US-NY 2020-04-20 2.41 5.13
US-WY 2020-11-23 1.35 5.51
2020-11-09 1.34 5.38
US-ND 2020-10-26 1.37 5.75
US-UT 2020-09-07 1.30 3.92
symptom:Heart arrhythmia \
open_covid_region_code date
US-NY 2020-04-20 1.95
US-WY 2020-11-23 2.16
2020-11-09 2.40
US-ND 2020-10-26 2.75
US-UT 2020-09-07 1.42
symptom:Heart murmur symptom:Heartburn \
open_covid_region_code date
US-NY 2020-04-20 0.16 4.03
US-WY 2020-11-23 0.16 3.65
2020-11-09 0.16 3.68
US-ND 2020-10-26 0.30 3.38
US-UT 2020-09-07 0.14 2.39
symptom:Hematochezia symptom:Hematoma \
open_covid_region_code date
US-NY 2020-04-20 0.21 0.32
US-WY 2020-11-23 0.23 0.54
2020-11-09 0.20 0.41
US-ND 2020-10-26 0.24 0.52
US-UT 2020-09-07 0.18 0.34
symptom:Hematuria symptom:Hemolysis \
open_covid_region_code date
US-NY 2020-04-20 0.32 0.11
US-WY 2020-11-23 0.28 0.16
2020-11-09 0.46 0.14
US-ND 2020-10-26 0.40 0.17
US-UT 2020-09-07 0.35 0.07
symptom:Hemoptysis symptom:Hemorrhoids \
open_covid_region_code date
US-NY 2020-04-20 0.12 1.61
US-WY 2020-11-23 0.12 1.73
2020-11-09 0.13 1.63
US-ND 2020-10-26 0.15 1.80
US-UT 2020-09-07 0.07 1.20
symptom:Hepatic encephalopathy \
open_covid_region_code date
US-NY 2020-04-20 0.10
US-WY 2020-11-23 NaN
2020-11-09 0.09
US-ND 2020-10-26 0.12
US-UT 2020-09-07 0.07
symptom:Hepatitis symptom:Hepatotoxicity \
open_covid_region_code date
US-NY 2020-04-20 0.79 0.12
US-WY 2020-11-23 1.08 NaN
2020-11-09 1.28 0.12
US-ND 2020-10-26 1.40 0.11
US-UT 2020-09-07 0.65 0.08
symptom:Hiccup symptom:Hip pain \
open_covid_region_code date
US-NY 2020-04-20 0.60 0.89
US-WY 2020-11-23 0.62 0.98
2020-11-09 0.63 1.09
US-ND 2020-10-26 0.51 1.16
US-UT 2020-09-07 0.48 0.77
symptom:Hives symptom:Hot flash \
open_covid_region_code date
US-NY 2020-04-20 1.25 0.65
US-WY 2020-11-23 1.13 0.73
2020-11-09 1.10 0.63
US-ND 2020-10-26 1.02 0.81
US-UT 2020-09-07 0.86 0.49
symptom:Hydrocephalus \
open_covid_region_code date
US-NY 2020-04-20 0.19
US-WY 2020-11-23 NaN
2020-11-09 0.15
US-ND 2020-10-26 0.23
US-UT 2020-09-07 0.10
symptom:Hypercalcaemia \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 0.14
2020-11-09 0.16
US-ND 2020-10-26 0.21
US-UT 2020-09-07 0.10
symptom:Hypercapnia \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 0.11
2020-11-09 0.10
US-ND 2020-10-26 0.18
US-UT 2020-09-07 0.08
symptom:Hypercholesterolemia \
open_covid_region_code date
US-NY 2020-04-20 1.00
US-WY 2020-11-23 1.18
2020-11-09 1.75
US-ND 2020-10-26 1.78
US-UT 2020-09-07 0.98
symptom:Hyperemesis gravidarum \
open_covid_region_code date
US-NY 2020-04-20 0.11
US-WY 2020-11-23 0.12
2020-11-09 0.13
US-ND 2020-10-26 0.18
US-UT 2020-09-07 0.14
symptom:Hyperglycemia \
open_covid_region_code date
US-NY 2020-04-20 1.14
US-WY 2020-11-23 1.04
2020-11-09 1.31
US-ND 2020-10-26 1.53
US-UT 2020-09-07 0.90
symptom:Hyperkalemia \
open_covid_region_code date
US-NY 2020-04-20 0.55
US-WY 2020-11-23 0.78
2020-11-09 0.67
US-ND 2020-10-26 0.82
US-UT 2020-09-07 0.49
symptom:Hyperlipidemia \
open_covid_region_code date
US-NY 2020-04-20 0.16
US-WY 2020-11-23 0.19
2020-11-09 0.24
US-ND 2020-10-26 0.33
US-UT 2020-09-07 0.13
symptom:Hypermobility \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.23
2020-11-09 0.27
US-ND 2020-10-26 0.19
US-UT 2020-09-07 0.20
symptom:Hyperpigmentation \
open_covid_region_code date
US-NY 2020-04-20 1.42
US-WY 2020-11-23 0.68
2020-11-09 0.71
US-ND 2020-10-26 0.75
US-UT 2020-09-07 0.62
symptom:Hypersomnia symptom:Hypertension \
open_covid_region_code date
US-NY 2020-04-20 0.12 7.21
US-WY 2020-11-23 NaN 6.91
2020-11-09 0.11 8.24
US-ND 2020-10-26 0.13 8.04
US-UT 2020-09-07 0.07 4.69
symptom:Hyperthermia \
open_covid_region_code date
US-NY 2020-04-20 0.54
US-WY 2020-11-23 0.32
2020-11-09 0.57
US-ND 2020-10-26 0.49
US-UT 2020-09-07 0.36
symptom:Hyperthyroidism \
open_covid_region_code date
US-NY 2020-04-20 0.91
US-WY 2020-11-23 1.29
2020-11-09 1.37
US-ND 2020-10-26 1.48
US-UT 2020-09-07 0.88
symptom:Hypertriglyceridemia \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 0.14
2020-11-09 0.26
US-ND 2020-10-26 0.41
US-UT 2020-09-07 0.23
symptom:Hypertrophy \
open_covid_region_code date
US-NY 2020-04-20 0.26
US-WY 2020-11-23 0.28
2020-11-09 0.38
US-ND 2020-10-26 0.53
US-UT 2020-09-07 0.25
symptom:Hyperventilation \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.12
2020-11-09 0.15
US-ND 2020-10-26 0.21
US-UT 2020-09-07 0.11
symptom:Hypocalcaemia \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.17
2020-11-09 0.18
US-ND 2020-10-26 0.32
US-UT 2020-09-07 0.13
symptom:Hypochondriasis \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.17
2020-11-09 0.18
US-ND 2020-10-26 0.20
US-UT 2020-09-07 0.12
symptom:Hypoglycemia symptom:Hypogonadism \
open_covid_region_code date
US-NY 2020-04-20 0.70 0.58
US-WY 2020-11-23 0.61 2.15
2020-11-09 0.84 2.37
US-ND 2020-10-26 0.84 0.82
US-UT 2020-09-07 0.63 0.65
symptom:Hypokalemia symptom:Hypomania \
open_covid_region_code date
US-NY 2020-04-20 0.68 0.14
US-WY 2020-11-23 0.68 NaN
2020-11-09 0.85 0.21
US-ND 2020-10-26 0.97 0.18
US-UT 2020-09-07 0.60 0.13
symptom:Hyponatremia symptom:Hypotension \
open_covid_region_code date
US-NY 2020-04-20 0.31 1.33
US-WY 2020-11-23 0.48 1.44
2020-11-09 0.39 1.64
US-ND 2020-10-26 0.37 1.38
US-UT 2020-09-07 0.22 0.96
symptom:Hypothyroidism symptom:Hypoxemia \
open_covid_region_code date
US-NY 2020-04-20 1.51 0.84
US-WY 2020-11-23 2.00 1.07
2020-11-09 2.37 1.08
US-ND 2020-10-26 2.11 1.03
US-UT 2020-09-07 1.57 0.31
symptom:Hypoxia symptom:Impetigo \
open_covid_region_code date
US-NY 2020-04-20 0.41 0.14
US-WY 2020-11-23 0.23 0.23
2020-11-09 0.45 0.15
US-ND 2020-10-26 0.60 0.26
US-UT 2020-09-07 0.21 0.13
symptom:Implantation bleeding \
open_covid_region_code date
US-NY 2020-04-20 0.92
US-WY 2020-11-23 1.38
2020-11-09 1.46
US-ND 2020-10-26 1.38
US-UT 2020-09-07 1.03
symptom:Impulsivity symptom:Indigestion \
open_covid_region_code date
US-NY 2020-04-20 0.51 1.82
US-WY 2020-11-23 0.45 1.78
2020-11-09 0.58 2.06
US-ND 2020-10-26 0.62 1.62
US-UT 2020-09-07 0.54 1.24
symptom:Infection symptom:Inflammation \
open_covid_region_code date
US-NY 2020-04-20 29.38 6.11
US-WY 2020-11-23 25.81 6.31
2020-11-09 27.80 6.98
US-ND 2020-10-26 29.12 6.94
US-UT 2020-09-07 20.42 4.97
symptom:Inflammatory bowel disease \
open_covid_region_code date
US-NY 2020-04-20 1.01
US-WY 2020-11-23 1.30
2020-11-09 1.41
US-ND 2020-10-26 1.34
US-UT 2020-09-07 1.18
symptom:Ingrown hair symptom:Insomnia \
open_covid_region_code date
US-NY 2020-04-20 0.81 3.90
US-WY 2020-11-23 0.48 3.68
2020-11-09 0.41 3.87
US-ND 2020-10-26 0.74 3.96
US-UT 2020-09-07 0.54 2.85
symptom:Insulin resistance \
open_covid_region_code date
US-NY 2020-04-20 0.41
US-WY 2020-11-23 0.41
2020-11-09 0.36
US-ND 2020-10-26 0.50
US-UT 2020-09-07 0.36
symptom:Intermenstrual bleeding \
open_covid_region_code date
US-NY 2020-04-20 0.19
US-WY 2020-11-23 0.20
2020-11-09 0.27
US-ND 2020-10-26 0.25
US-UT 2020-09-07 0.18
symptom:Intracranial pressure \
open_covid_region_code date
US-NY 2020-04-20 0.28
US-WY 2020-11-23 0.29
2020-11-09 0.32
US-ND 2020-10-26 0.28
US-UT 2020-09-07 0.25
symptom:Iron deficiency \
open_covid_region_code date
US-NY 2020-04-20 1.58
US-WY 2020-11-23 1.78
2020-11-09 1.96
US-ND 2020-10-26 2.56
US-UT 2020-09-07 1.32
symptom:Irregular menstruation \
open_covid_region_code date
US-NY 2020-04-20 0.48
US-WY 2020-11-23 0.54
2020-11-09 0.48
US-ND 2020-10-26 0.47
US-UT 2020-09-07 0.37
symptom:Itch symptom:Jaundice \
open_covid_region_code date
US-NY 2020-04-20 7.64 0.61
US-WY 2020-11-23 7.10 0.47
2020-11-09 6.78 0.71
US-ND 2020-10-26 7.16 0.74
US-UT 2020-09-07 5.62 0.47
symptom:Kidney failure \
open_covid_region_code date
US-NY 2020-04-20 1.43
US-WY 2020-11-23 1.62
2020-11-09 1.55
US-ND 2020-10-26 1.67
US-UT 2020-09-07 1.01
symptom:Kidney stone symptom:Knee Pain \
open_covid_region_code date
US-NY 2020-04-20 1.32 1.55
US-WY 2020-11-23 1.80 1.81
2020-11-09 1.79 1.88
US-ND 2020-10-26 1.72 2.48
US-UT 2020-09-07 1.27 1.57
symptom:Kyphosis \
open_covid_region_code date
US-NY 2020-04-20 0.16
US-WY 2020-11-23 0.17
2020-11-09 0.14
US-ND 2020-10-26 0.15
US-UT 2020-09-07 0.15
symptom:Lactose intolerance \
open_covid_region_code date
US-NY 2020-04-20 0.88
US-WY 2020-11-23 1.15
2020-11-09 0.99
US-ND 2020-10-26 0.90
US-UT 2020-09-07 0.80
symptom:Laryngitis symptom:Leg cramps \
open_covid_region_code date
US-NY 2020-04-20 0.08 0.30
US-WY 2020-11-23 0.11 0.31
2020-11-09 0.14 0.49
US-ND 2020-10-26 0.11 0.44
US-UT 2020-09-07 0.07 0.43
symptom:Lesion symptom:Leukorrhea \
open_covid_region_code date
US-NY 2020-04-20 0.98 0.14
US-WY 2020-11-23 1.03 0.21
2020-11-09 1.12 0.27
US-ND 2020-10-26 1.33 0.21
US-UT 2020-09-07 0.86 0.14
symptom:Lightheadedness \
open_covid_region_code date
US-NY 2020-04-20 0.59
US-WY 2020-11-23 0.60
2020-11-09 0.64
US-ND 2020-10-26 0.74
US-UT 2020-09-07 0.50
symptom:Low back pain \
open_covid_region_code date
US-NY 2020-04-20 3.33
US-WY 2020-11-23 3.54
2020-11-09 3.50
US-ND 2020-10-26 3.69
US-UT 2020-09-07 2.65
symptom:Low-grade fever \
open_covid_region_code date
US-NY 2020-04-20 0.41
US-WY 2020-11-23 0.41
2020-11-09 0.58
US-ND 2020-10-26 0.47
US-UT 2020-09-07 0.23
symptom:Lymphedema \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.14
2020-11-09 0.35
US-ND 2020-10-26 0.36
US-UT 2020-09-07 0.15
symptom:Major depressive disorder \
open_covid_region_code date
US-NY 2020-04-20 3.90
US-WY 2020-11-23 4.34
2020-11-09 5.22
US-ND 2020-10-26 5.49
US-UT 2020-09-07 3.81
symptom:Malabsorption \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 0.20
2020-11-09 0.16
US-ND 2020-10-26 0.23
US-UT 2020-09-07 0.13
symptom:Male infertility \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.15
2020-11-09 0.14
US-ND 2020-10-26 0.18
US-UT 2020-09-07 0.13
symptom:Manic Disorder symptom:Melasma \
open_covid_region_code date
US-NY 2020-04-20 0.75 0.32
US-WY 2020-11-23 0.71 0.15
2020-11-09 0.99 0.29
US-ND 2020-10-26 0.74 0.15
US-UT 2020-09-07 0.59 0.18
symptom:Melena symptom:Meningitis \
open_covid_region_code date
US-NY 2020-04-20 0.27 0.58
US-WY 2020-11-23 0.24 0.60
2020-11-09 0.27 0.53
US-ND 2020-10-26 0.44 0.67
US-UT 2020-09-07 0.21 0.37
symptom:Menorrhagia \
open_covid_region_code date
US-NY 2020-04-20 0.58
US-WY 2020-11-23 0.81
2020-11-09 0.76
US-ND 2020-10-26 0.83
US-UT 2020-09-07 0.55
symptom:Middle back pain symptom:Migraine \
open_covid_region_code date
US-NY 2020-04-20 0.44 4.77
US-WY 2020-11-23 0.36 4.99
2020-11-09 0.45 5.44
US-ND 2020-10-26 0.41 5.75
US-UT 2020-09-07 0.31 3.99
symptom:Milium \
open_covid_region_code date
US-NY 2020-04-20 0.29
US-WY 2020-11-23 0.19
2020-11-09 0.35
US-ND 2020-10-26 0.27
US-UT 2020-09-07 0.21
symptom:Mitral insufficiency \
open_covid_region_code date
US-NY 2020-04-20 0.13
US-WY 2020-11-23 NaN
2020-11-09 0.13
US-ND 2020-10-26 0.19
US-UT 2020-09-07 0.09
symptom:Mood disorder symptom:Mood swing \
open_covid_region_code date
US-NY 2020-04-20 1.19 0.25
US-WY 2020-11-23 1.29 0.28
2020-11-09 1.33 0.28
US-ND 2020-10-26 1.53 0.29
US-UT 2020-09-07 0.99 0.21
symptom:Morning sickness \
open_covid_region_code date
US-NY 2020-04-20 0.82
US-WY 2020-11-23 1.26
2020-11-09 1.20
US-ND 2020-10-26 1.29
US-UT 2020-09-07 0.97
symptom:Motion sickness \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.23
2020-11-09 0.33
US-ND 2020-10-26 0.33
US-UT 2020-09-07 0.25
symptom:Mouth ulcer \
open_covid_region_code date
US-NY 2020-04-20 0.83
US-WY 2020-11-23 1.05
2020-11-09 0.98
US-ND 2020-10-26 1.11
US-UT 2020-09-07 0.81
symptom:Muscle atrophy \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.16
2020-11-09 0.23
US-ND 2020-10-26 0.21
US-UT 2020-09-07 0.13
symptom:Muscle weakness symptom:Myalgia \
open_covid_region_code date
US-NY 2020-04-20 0.25 0.63
US-WY 2020-11-23 0.19 0.78
2020-11-09 0.35 0.83
US-ND 2020-10-26 0.35 0.78
US-UT 2020-09-07 0.20 0.51
symptom:Mydriasis \
open_covid_region_code date
US-NY 2020-04-20 0.17
US-WY 2020-11-23 0.35
2020-11-09 0.24
US-ND 2020-10-26 0.42
US-UT 2020-09-07 0.18
symptom:Myocardial infarction \
open_covid_region_code date
US-NY 2020-04-20 2.79
US-WY 2020-11-23 2.52
2020-11-09 2.95
US-ND 2020-10-26 3.23
US-UT 2020-09-07 1.77
symptom:Myoclonus \
open_covid_region_code date
US-NY 2020-04-20 0.09
US-WY 2020-11-23 0.18
2020-11-09 NaN
US-ND 2020-10-26 0.10
US-UT 2020-09-07 0.07
symptom:Nasal congestion \
open_covid_region_code date
US-NY 2020-04-20 1.73
US-WY 2020-11-23 2.23
2020-11-09 2.46
US-ND 2020-10-26 2.40
US-UT 2020-09-07 1.34
symptom:Nasal polyp symptom:Nausea \
open_covid_region_code date
US-NY 2020-04-20 0.11 2.01
US-WY 2020-11-23 0.12 2.41
2020-11-09 0.18 2.46
US-ND 2020-10-26 0.15 2.77
US-UT 2020-09-07 0.07 2.01
symptom:Neck mass symptom:Neck pain \
open_covid_region_code date
US-NY 2020-04-20 0.13 1.90
US-WY 2020-11-23 0.19 1.98
2020-11-09 0.19 1.97
US-ND 2020-10-26 0.17 2.00
US-UT 2020-09-07 0.10 1.37
symptom:Neonatal jaundice \
open_covid_region_code date
US-NY 2020-04-20 0.23
US-WY 2020-11-23 0.18
2020-11-09 0.34
US-ND 2020-10-26 0.27
US-UT 2020-09-07 0.20
symptom:Nerve injury symptom:Neuralgia \
open_covid_region_code date
US-NY 2020-04-20 0.23 0.21
US-WY 2020-11-23 0.14 0.25
2020-11-09 0.41 0.35
US-ND 2020-10-26 0.29 0.34
US-UT 2020-09-07 0.24 0.21
symptom:Neutropenia symptom:Night sweats \
open_covid_region_code date
US-NY 2020-04-20 0.15 0.31
US-WY 2020-11-23 0.10 0.33
2020-11-09 0.21 0.25
US-ND 2020-10-26 0.21 0.39
US-UT 2020-09-07 0.11 0.17
symptom:Night terror \
open_covid_region_code date
US-NY 2020-04-20 0.11
US-WY 2020-11-23 0.10
2020-11-09 NaN
US-ND 2020-10-26 0.13
US-UT 2020-09-07 0.12
symptom:Nocturnal enuresis symptom:Nodule \
open_covid_region_code date
US-NY 2020-04-20 0.13 0.31
US-WY 2020-11-23 0.17 0.25
2020-11-09 0.24 0.41
US-ND 2020-10-26 0.21 0.51
US-UT 2020-09-07 0.12 0.25
symptom:Nosebleed symptom:Nystagmus \
open_covid_region_code date
US-NY 2020-04-20 0.60 0.11
US-WY 2020-11-23 0.79 0.15
2020-11-09 0.64 0.16
US-ND 2020-10-26 0.66 0.16
US-UT 2020-09-07 0.52 0.08
symptom:Obesity symptom:Onychorrhexis \
open_covid_region_code date
US-NY 2020-04-20 5.86 0.20
US-WY 2020-11-23 4.88 0.12
2020-11-09 6.06 NaN
US-ND 2020-10-26 6.89 0.14
US-UT 2020-09-07 4.82 0.09
symptom:Oral candidiasis \
open_covid_region_code date
US-NY 2020-04-20 0.52
US-WY 2020-11-23 0.73
2020-11-09 0.74
US-ND 2020-10-26 0.64
US-UT 2020-09-07 0.45
symptom:Orthostatic hypotension \
open_covid_region_code date
US-NY 2020-04-20 0.27
US-WY 2020-11-23 0.31
2020-11-09 0.33
US-ND 2020-10-26 0.35
US-UT 2020-09-07 0.23
symptom:Osteopenia symptom:Osteophyte \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.10
US-WY 2020-11-23 0.20 0.19
2020-11-09 0.25 0.18
US-ND 2020-10-26 0.26 0.19
US-UT 2020-09-07 0.16 0.15
symptom:Osteoporosis symptom:Otitis \
open_covid_region_code date
US-NY 2020-04-20 0.74 1.08
US-WY 2020-11-23 0.98 1.48
2020-11-09 1.12 1.19
US-ND 2020-10-26 1.31 1.42
US-UT 2020-09-07 0.67 0.85
symptom:Otitis externa \
open_covid_region_code date
US-NY 2020-04-20 0.36
US-WY 2020-11-23 0.33
2020-11-09 0.39
US-ND 2020-10-26 0.25
US-UT 2020-09-07 0.34
symptom:Otitis media symptom:Pain \
open_covid_region_code date
US-NY 2020-04-20 0.67 38.12
US-WY 2020-11-23 0.93 42.94
2020-11-09 0.78 44.08
US-ND 2020-10-26 1.03 45.67
US-UT 2020-09-07 0.55 32.90
symptom:Palpitations symptom:Panic attack \
open_covid_region_code date
US-NY 2020-04-20 0.55 2.03
US-WY 2020-11-23 0.41 1.84
2020-11-09 0.47 1.79
US-ND 2020-10-26 0.63 2.13
US-UT 2020-09-07 0.36 1.49
symptom:Papule symptom:Paranoia \
open_covid_region_code date
US-NY 2020-04-20 0.18 0.20
US-WY 2020-11-23 NaN 0.19
2020-11-09 0.14 0.21
US-ND 2020-10-26 0.17 0.17
US-UT 2020-09-07 0.12 0.14
symptom:Paresthesia \
open_covid_region_code date
US-NY 2020-04-20 2.03
US-WY 2020-11-23 2.32
2020-11-09 2.42
US-ND 2020-10-26 2.42
US-UT 2020-09-07 1.69
symptom:Pelvic inflammatory disease \
open_covid_region_code date
US-NY 2020-04-20 0.52
US-WY 2020-11-23 0.46
2020-11-09 0.42
US-ND 2020-10-26 0.70
US-UT 2020-09-07 0.41
symptom:Pericarditis \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 0.13
2020-11-09 0.21
US-ND 2020-10-26 0.18
US-UT 2020-09-07 0.11
symptom:Periodontal disease \
open_covid_region_code date
US-NY 2020-04-20 0.79
US-WY 2020-11-23 0.56
2020-11-09 0.75
US-ND 2020-10-26 0.85
US-UT 2020-09-07 0.58
symptom:Periorbital puffiness \
open_covid_region_code date
US-NY 2020-04-20 1.23
US-WY 2020-11-23 0.85
2020-11-09 0.71
US-ND 2020-10-26 0.78
US-UT 2020-09-07 0.58
symptom:Peripheral neuropathy \
open_covid_region_code date
US-NY 2020-04-20 0.68
US-WY 2020-11-23 0.94
2020-11-09 1.13
US-ND 2020-10-26 0.94
US-UT 2020-09-07 0.64
symptom:Perspiration symptom:Petechia \
open_covid_region_code date
US-NY 2020-04-20 2.13 0.11
US-WY 2020-11-23 1.72 0.10
2020-11-09 1.60 0.13
US-ND 2020-10-26 2.18 0.18
US-UT 2020-09-07 1.53 0.10
symptom:Phlegm symptom:Photodermatitis \
open_covid_region_code date
US-NY 2020-04-20 0.91 0.04
US-WY 2020-11-23 0.76 NaN
2020-11-09 0.68 NaN
US-ND 2020-10-26 0.77 NaN
US-UT 2020-09-07 0.39 0.04
symptom:Photophobia symptom:Photopsia \
open_covid_region_code date
US-NY 2020-04-20 0.10 0.16
US-WY 2020-11-23 NaN 0.18
2020-11-09 0.13 0.21
US-ND 2020-10-26 0.14 0.19
US-UT 2020-09-07 0.08 0.12
symptom:Pleural effusion symptom:Pleurisy \
open_covid_region_code date
US-NY 2020-04-20 0.27 0.18
US-WY 2020-11-23 0.16 0.32
2020-11-09 0.42 0.18
US-ND 2020-10-26 0.34 0.29
US-UT 2020-09-07 0.20 0.13
symptom:Pneumonia symptom:Podalgia \
open_covid_region_code date
US-NY 2020-04-20 1.97 0.98
US-WY 2020-11-23 1.84 1.00
2020-11-09 1.68 1.04
US-ND 2020-10-26 2.05 0.93
US-UT 2020-09-07 0.70 0.88
symptom:Polycythemia symptom:Polydipsia \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.09
US-WY 2020-11-23 0.17 NaN
2020-11-09 0.30 0.10
US-ND 2020-10-26 0.25 0.16
US-UT 2020-09-07 0.12 0.12
symptom:Polyneuropathy symptom:Polyuria \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.16
US-WY 2020-11-23 0.18 0.14
2020-11-09 0.14 0.19
US-ND 2020-10-26 0.15 0.21
US-UT 2020-09-07 0.14 0.12
symptom:Poor posture \
open_covid_region_code date
US-NY 2020-04-20 0.92
US-WY 2020-11-23 0.54
2020-11-09 0.65
US-ND 2020-10-26 0.74
US-UT 2020-09-07 0.58
symptom:Post-nasal drip \
open_covid_region_code date
US-NY 2020-04-20 0.27
US-WY 2020-11-23 0.18
2020-11-09 0.27
US-ND 2020-10-26 0.27
US-UT 2020-09-07 0.13
symptom:Postural orthostatic tachycardia syndrome \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 0.20
2020-11-09 0.21
US-ND 2020-10-26 0.35
US-UT 2020-09-07 0.20
symptom:Prediabetes symptom:Proteinuria \
open_covid_region_code date
US-NY 2020-04-20 0.61 0.22
US-WY 2020-11-23 0.67 0.32
2020-11-09 0.79 0.30
US-ND 2020-10-26 0.65 0.49
US-UT 2020-09-07 0.47 0.17
symptom:Pruritus ani symptom:Psychosis \
open_covid_region_code date
US-NY 2020-04-20 0.22 2.01
US-WY 2020-11-23 0.34 1.85
2020-11-09 0.25 2.10
US-ND 2020-10-26 0.34 2.22
US-UT 2020-09-07 0.14 1.49
symptom:Ptosis symptom:Pulmonary edema \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.13
US-WY 2020-11-23 0.11 NaN
2020-11-09 NaN 0.11
US-ND 2020-10-26 0.13 0.15
US-UT 2020-09-07 0.10 0.07
symptom:Pulmonary hypertension \
open_covid_region_code date
US-NY 2020-04-20 0.35
US-WY 2020-11-23 0.39
2020-11-09 0.45
US-ND 2020-10-26 0.34
US-UT 2020-09-07 0.22
symptom:Purpura symptom:Pus \
open_covid_region_code date
US-NY 2020-04-20 0.21 0.65
US-WY 2020-11-23 0.38 0.69
2020-11-09 0.35 0.65
US-ND 2020-10-26 0.22 0.79
US-UT 2020-09-07 0.19 0.46
symptom:Pyelonephritis \
open_covid_region_code date
US-NY 2020-04-20 0.42
US-WY 2020-11-23 0.63
2020-11-09 0.50
US-ND 2020-10-26 0.55
US-UT 2020-09-07 0.44
symptom:Radiculopathy symptom:Rectal pain \
open_covid_region_code date
US-NY 2020-04-20 0.41 0.09
US-WY 2020-11-23 0.65 NaN
2020-11-09 0.46 0.12
US-ND 2020-10-26 0.64 0.07
US-UT 2020-09-07 0.37 0.06
symptom:Rectal prolapse symptom:Red eye \
open_covid_region_code date
US-NY 2020-04-20 0.13 0.43
US-WY 2020-11-23 0.22 0.31
2020-11-09 0.10 0.27
US-ND 2020-10-26 0.16 0.55
US-UT 2020-09-07 0.10 0.33
symptom:Renal colic \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.20
2020-11-09 0.24
US-ND 2020-10-26 0.28
US-UT 2020-09-07 0.14
symptom:Restless legs syndrome \
open_covid_region_code date
US-NY 2020-04-20 0.52
US-WY 2020-11-23 0.74
2020-11-09 0.94
US-ND 2020-10-26 0.70
US-UT 2020-09-07 0.56
symptom:Rheum symptom:Rhinitis \
open_covid_region_code date
US-NY 2020-04-20 0.10 0.42
US-WY 2020-11-23 NaN 0.18
2020-11-09 0.09 0.28
US-ND 2020-10-26 0.10 0.32
US-UT 2020-09-07 0.07 0.23
symptom:Rhinorrhea symptom:Rosacea \
open_covid_region_code date
US-NY 2020-04-20 0.38 0.54
US-WY 2020-11-23 0.47 0.39
2020-11-09 0.59 0.32
US-ND 2020-10-26 0.57 0.37
US-UT 2020-09-07 0.38 0.28
symptom:Round ligament pain \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.18
2020-11-09 0.24
US-ND 2020-10-26 0.23
US-UT 2020-09-07 0.16
symptom:Rumination symptom:Scar \
open_covid_region_code date
US-NY 2020-04-20 0.16 3.38
US-WY 2020-11-23 NaN 2.54
2020-11-09 NaN 2.65
US-ND 2020-10-26 0.10 2.98
US-UT 2020-09-07 0.10 2.30
symptom:Sciatica symptom:Scoliosis \
open_covid_region_code date
US-NY 2020-04-20 1.23 0.30
US-WY 2020-11-23 1.48 0.12
2020-11-09 1.28 0.31
US-ND 2020-10-26 1.25 0.42
US-UT 2020-09-07 1.01 0.28
symptom:Seborrheic dermatitis \
open_covid_region_code date
US-NY 2020-04-20 0.46
US-WY 2020-11-23 0.23
2020-11-09 0.36
US-ND 2020-10-26 0.27
US-UT 2020-09-07 0.25
symptom:Self-harm \
open_covid_region_code date
US-NY 2020-04-20 0.30
US-WY 2020-11-23 0.35
2020-11-09 0.40
US-ND 2020-10-26 0.37
US-UT 2020-09-07 0.28
symptom:Sensitivity to sound \
open_covid_region_code date
US-NY 2020-04-20 0.14
US-WY 2020-11-23 NaN
2020-11-09 0.12
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.12
symptom:Sexual dysfunction \
open_covid_region_code date
US-NY 2020-04-20 0.73
US-WY 2020-11-23 0.76
2020-11-09 0.76
US-ND 2020-10-26 0.74
US-UT 2020-09-07 0.58
symptom:Shallow breathing \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 NaN
2020-11-09 NaN
US-ND 2020-10-26 0.07
US-UT 2020-09-07 0.05
symptom:Sharp pain symptom:Shivering \
open_covid_region_code date
US-NY 2020-04-20 0.91 0.29
US-WY 2020-11-23 1.12 0.34
2020-11-09 1.05 0.31
US-ND 2020-10-26 1.16 0.29
US-UT 2020-09-07 0.73 0.16
symptom:Shortness of breath \
open_covid_region_code date
US-NY 2020-04-20 1.31
US-WY 2020-11-23 0.98
2020-11-09 1.05
US-ND 2020-10-26 1.17
US-UT 2020-09-07 0.66
symptom:Shyness symptom:Sinusitis \
open_covid_region_code date
US-NY 2020-04-20 0.44 1.84
US-WY 2020-11-23 0.42 2.37
2020-11-09 0.46 2.98
US-ND 2020-10-26 0.35 2.75
US-UT 2020-09-07 0.40 1.34
symptom:Skin condition symptom:Skin rash \
open_covid_region_code date
US-NY 2020-04-20 4.51 6.71
US-WY 2020-11-23 4.07 6.70
2020-11-09 4.19 6.35
US-ND 2020-10-26 4.76 6.69
US-UT 2020-09-07 3.35 5.09
symptom:Skin tag symptom:Skin ulcer \
open_covid_region_code date
US-NY 2020-04-20 0.59 2.17
US-WY 2020-11-23 0.43 1.97
2020-11-09 0.56 1.87
US-ND 2020-10-26 0.64 2.56
US-UT 2020-09-07 0.51 1.51
symptom:Sleep apnea \
open_covid_region_code date
US-NY 2020-04-20 1.11
US-WY 2020-11-23 1.53
2020-11-09 1.46
US-ND 2020-10-26 1.50
US-UT 2020-09-07 1.10
symptom:Sleep deprivation \
open_covid_region_code date
US-NY 2020-04-20 0.51
US-WY 2020-11-23 0.35
2020-11-09 0.47
US-ND 2020-10-26 0.81
US-UT 2020-09-07 0.35
symptom:Sleep disorder symptom:Snoring \
open_covid_region_code date
US-NY 2020-04-20 2.94 1.09
US-WY 2020-11-23 2.74 1.17
2020-11-09 2.86 1.15
US-ND 2020-10-26 3.14 1.05
US-UT 2020-09-07 2.09 0.76
symptom:Sore throat symptom:Spasticity \
open_covid_region_code date
US-NY 2020-04-20 1.79 0.11
US-WY 2020-11-23 2.06 0.14
2020-11-09 2.32 0.18
US-ND 2020-10-26 2.34 0.17
US-UT 2020-09-07 1.72 0.09
symptom:Splenomegaly symptom:Sputum \
open_covid_region_code date
US-NY 2020-04-20 0.13 0.23
US-WY 2020-11-23 0.19 0.12
2020-11-09 0.19 0.20
US-ND 2020-10-26 0.18 0.17
US-UT 2020-09-07 0.11 0.08
symptom:Stomach rumble symptom:Strabismus \
open_covid_region_code date
US-NY 2020-04-20 0.18 0.39
US-WY 2020-11-23 0.12 0.40
2020-11-09 0.10 0.38
US-ND 2020-10-26 0.08 0.54
US-UT 2020-09-07 0.08 0.29
symptom:Stretch marks symptom:Stridor \
open_covid_region_code date
US-NY 2020-04-20 0.82 0.10
US-WY 2020-11-23 0.27 0.12
2020-11-09 0.38 0.12
US-ND 2020-10-26 0.47 0.10
US-UT 2020-09-07 0.48 0.09
symptom:Stroke symptom:Stuttering \
open_covid_region_code date
US-NY 2020-04-20 3.26 0.27
US-WY 2020-11-23 3.20 0.35
2020-11-09 3.71 0.23
US-ND 2020-10-26 4.45 0.38
US-UT 2020-09-07 2.25 0.20
symptom:Subdural hematoma \
open_covid_region_code date
US-NY 2020-04-20 0.12
US-WY 2020-11-23 0.16
2020-11-09 0.16
US-ND 2020-10-26 0.20
US-UT 2020-09-07 0.13
symptom:Suicidal ideation \
open_covid_region_code date
US-NY 2020-04-20 0.46
US-WY 2020-11-23 0.56
2020-11-09 0.59
US-ND 2020-10-26 0.58
US-UT 2020-09-07 0.70
symptom:Swelling symptom:Swollen feet \
open_covid_region_code date
US-NY 2020-04-20 5.42 0.49
US-WY 2020-11-23 6.29 0.55
2020-11-09 6.18 0.60
US-ND 2020-10-26 6.42 0.60
US-UT 2020-09-07 4.92 0.39
symptom:Swollen lymph nodes \
open_covid_region_code date
US-NY 2020-04-20 0.96
US-WY 2020-11-23 1.07
2020-11-09 1.04
US-ND 2020-10-26 1.31
US-UT 2020-09-07 0.80
symptom:Syncope symptom:Tachycardia \
open_covid_region_code date
US-NY 2020-04-20 0.70 1.04
US-WY 2020-11-23 0.71 1.15
2020-11-09 0.69 1.34
US-ND 2020-10-26 0.83 1.24
US-UT 2020-09-07 0.61 0.71
symptom:Tachypnea symptom:Telangiectasia \
open_covid_region_code date
US-NY 2020-04-20 0.14 0.24
US-WY 2020-11-23 NaN 0.16
2020-11-09 0.17 0.13
US-ND 2020-10-26 0.17 0.32
US-UT 2020-09-07 0.10 0.23
symptom:Tenderness \
open_covid_region_code date
US-NY 2020-04-20 0.18
US-WY 2020-11-23 0.17
2020-11-09 0.18
US-ND 2020-10-26 0.18
US-UT 2020-09-07 0.12
symptom:Testicular pain \
open_covid_region_code date
US-NY 2020-04-20 0.30
US-WY 2020-11-23 0.36
2020-11-09 0.19
US-ND 2020-10-26 0.34
US-UT 2020-09-07 0.24
symptom:Throat irritation \
open_covid_region_code date
US-NY 2020-04-20 0.24
US-WY 2020-11-23 0.22
2020-11-09 0.18
US-ND 2020-10-26 0.20
US-UT 2020-09-07 0.21
symptom:Thrombocytopenia \
open_covid_region_code date
US-NY 2020-04-20 0.43
US-WY 2020-11-23 0.49
2020-11-09 0.51
US-ND 2020-10-26 0.49
US-UT 2020-09-07 0.27
symptom:Thyroid nodule symptom:Tic \
open_covid_region_code date
US-NY 2020-04-20 0.11 0.35
US-WY 2020-11-23 0.13 0.37
2020-11-09 0.22 0.42
US-ND 2020-10-26 0.18 0.37
US-UT 2020-09-07 0.10 0.28
symptom:Tinnitus symptom:Tonsillitis \
open_covid_region_code date
US-NY 2020-04-20 1.02 0.71
US-WY 2020-11-23 1.10 0.72
2020-11-09 1.10 0.94
US-ND 2020-10-26 1.12 0.86
US-UT 2020-09-07 0.72 0.62
symptom:Toothache symptom:Tremor \
open_covid_region_code date
US-NY 2020-04-20 1.17 0.65
US-WY 2020-11-23 1.22 0.73
2020-11-09 1.09 0.67
US-ND 2020-10-26 1.14 1.08
US-UT 2020-09-07 0.74 0.56
symptom:Trichoptilosis symptom:Tumor \
open_covid_region_code date
US-NY 2020-04-20 0.25 1.08
US-WY 2020-11-23 0.14 0.88
2020-11-09 0.13 1.78
US-ND 2020-10-26 0.16 1.53
US-UT 2020-09-07 0.13 0.85
symptom:Type 2 diabetes \
open_covid_region_code date
US-NY 2020-04-20 3.81
US-WY 2020-11-23 4.08
2020-11-09 4.74
US-ND 2020-10-26 4.82
US-UT 2020-09-07 2.90
symptom:Unconsciousness \
open_covid_region_code date
US-NY 2020-04-20 0.28
US-WY 2020-11-23 0.12
2020-11-09 0.30
US-ND 2020-10-26 0.36
US-UT 2020-09-07 0.19
symptom:Underweight \
open_covid_region_code date
US-NY 2020-04-20 0.87
US-WY 2020-11-23 0.58
2020-11-09 0.66
US-ND 2020-10-26 0.69
US-UT 2020-09-07 0.56
symptom:Upper respiratory tract infection \
open_covid_region_code date
US-NY 2020-04-20 0.20
US-WY 2020-11-23 0.21
2020-11-09 0.19
US-ND 2020-10-26 0.22
US-UT 2020-09-07 0.10
symptom:Urethritis \
open_covid_region_code date
US-NY 2020-04-20 0.15
US-WY 2020-11-23 0.16
2020-11-09 0.14
US-ND 2020-10-26 0.20
US-UT 2020-09-07 0.08
symptom:Urinary incontinence \
open_covid_region_code date
US-NY 2020-04-20 1.32
US-WY 2020-11-23 1.44
2020-11-09 1.58
US-ND 2020-10-26 1.67
US-UT 2020-09-07 1.05
symptom:Urinary tract infection \
open_covid_region_code date
US-NY 2020-04-20 3.80
US-WY 2020-11-23 4.67
2020-11-09 4.82
US-ND 2020-10-26 4.81
US-UT 2020-09-07 3.48
symptom:Urinary urgency \
open_covid_region_code date
US-NY 2020-04-20 0.08
US-WY 2020-11-23 0.10
2020-11-09 NaN
US-ND 2020-10-26 0.12
US-UT 2020-09-07 0.06
symptom:Uterine contraction \
open_covid_region_code date
US-NY 2020-04-20 1.04
US-WY 2020-11-23 1.05
2020-11-09 1.06
US-ND 2020-10-26 1.29
US-UT 2020-09-07 0.89
symptom:Vaginal bleeding \
open_covid_region_code date
US-NY 2020-04-20 0.46
US-WY 2020-11-23 0.75
2020-11-09 0.72
US-ND 2020-10-26 0.69
US-UT 2020-09-07 0.51
symptom:Vaginal discharge \
open_covid_region_code date
US-NY 2020-04-20 2.54
US-WY 2020-11-23 2.93
2020-11-09 3.01
US-ND 2020-10-26 3.03
US-UT 2020-09-07 2.15
symptom:Vaginitis symptom:Varicose veins \
open_covid_region_code date
US-NY 2020-04-20 0.75 0.46
US-WY 2020-11-23 0.80 0.44
2020-11-09 0.70 0.52
US-ND 2020-10-26 0.84 0.46
US-UT 2020-09-07 0.58 0.42
symptom:Vasculitis \
open_covid_region_code date
US-NY 2020-04-20 0.13
US-WY 2020-11-23 0.14
2020-11-09 0.17
US-ND 2020-10-26 0.20
US-UT 2020-09-07 0.13
symptom:Ventricular fibrillation \
open_covid_region_code date
US-NY 2020-04-20 0.09
US-WY 2020-11-23 NaN
2020-11-09 0.12
US-ND 2020-10-26 0.14
US-UT 2020-09-07 0.06
symptom:Ventricular tachycardia \
open_covid_region_code date
US-NY 2020-04-20 0.20
US-WY 2020-11-23 0.12
2020-11-09 0.37
US-ND 2020-10-26 0.30
US-UT 2020-09-07 0.16
symptom:Vertigo symptom:Viral pneumonia \
open_covid_region_code date
US-NY 2020-04-20 1.15 0.10
US-WY 2020-11-23 1.09 NaN
2020-11-09 1.35 NaN
US-ND 2020-10-26 1.42 0.09
US-UT 2020-09-07 1.09 0.03
symptom:Visual acuity symptom:Vomiting \
open_covid_region_code date
US-NY 2020-04-20 0.26 2.53
US-WY 2020-11-23 0.20 3.28
2020-11-09 0.23 3.13
US-ND 2020-10-26 0.19 3.58
US-UT 2020-09-07 0.20 2.64
symptom:Wart symptom:Water retention \
open_covid_region_code date
US-NY 2020-04-20 1.37 0.31
US-WY 2020-11-23 1.50 0.27
2020-11-09 1.40 0.24
US-ND 2020-10-26 1.77 0.30
US-UT 2020-09-07 1.27 0.24
symptom:Weakness symptom:Weight gain \
open_covid_region_code date
US-NY 2020-04-20 0.43 3.99
US-WY 2020-11-23 0.46 3.44
2020-11-09 0.54 3.39
US-ND 2020-10-26 0.60 3.49
US-UT 2020-09-07 0.35 2.77
symptom:Wheeze symptom:Xeroderma \
open_covid_region_code date
US-NY 2020-04-20 0.41 5.09
US-WY 2020-11-23 0.22 3.10
2020-11-09 0.28 2.94
US-ND 2020-10-26 0.38 2.90
US-UT 2020-09-07 0.22 2.09
symptom:Xerostomia symptom:Yawn \
open_covid_region_code date
US-NY 2020-04-20 0.54 0.23
US-WY 2020-11-23 0.44 0.20
2020-11-09 0.56 0.17
US-ND 2020-10-26 0.45 0.23
US-UT 2020-09-07 0.40 0.15
symptom:hyperhidrosis \
open_covid_region_code date
US-NY 2020-04-20 0.53
US-WY 2020-11-23 0.32
2020-11-09 0.37
US-ND 2020-10-26 0.71
US-UT 2020-09-07 0.40
symptom:pancreatitis state_codes \
open_covid_region_code date
US-NY 2020-04-20 0.30 NY
US-WY 2020-11-23 0.52 WY
2020-11-09 0.58 WY
US-ND 2020-10-26 0.63 ND
US-UT 2020-09-07 0.33 UT
region_name hospitalized_new
open_covid_region_code date
US-NY 2020-04-20 New York 8990.0
US-WY 2020-11-23 Wyoming 103.0
2020-11-09 Wyoming 75.0
US-ND 2020-10-26 North Dakota 217.0
US-UT 2020-09-07 Utah 119.0
(1356, 428)
Part 2: Visualization
First, we visualize the data from the weekly symptoms dataset, which did not provide great results in comparison to the daily symptoms dataset
#visualization of weekly dataset
import plotly.express as px
import plotly.graph_objects as go
import pandas as pd
df = pd.read_csv('out.csv')
df=df.dropna(axis=1, thresh=100)
#keep only sympoms with highest mean search frequency
means = df.mean()
most_pop = [ind for m,ind in zip(means,means.index) if m>12]
state_codes = df['state_codes']
date = df['date']
open_covid_region_code = df['open_covid_region_code']
df = df[most_pop]
df['state_codes']= state_codes
df['open_covid_region_code'] = open_covid_region_code
df['date'] = date
df['date_by_week'] = date
df = df.set_index(['open_covid_region_code', 'date'])
print(most_pop)
print(df.head(5))
fig = px.choropleth(df, locations=df['state_codes'],
color=df['symptom:Allergy'],
hover_name=df['symptom:Allergy'],
locationmode = 'USA-states',
animation_frame=df['date_by_week'],
title = "'Allergy' Google Search Frequency in USA",
scope = "usa",
color_continuous_scale=px.colors.sequential.PuRd)
fig["layout"].pop("updatemenus")
fig2 = px.choropleth(df, locations=df['state_codes'],
color=df['symptom:Common cold'],
hover_name=df['symptom:Common cold'],
locationmode = 'USA-states',
animation_frame=df['date_by_week'],
title = "'Common Cold' Google Search Frequency in USA",
scope = "usa",
color_continuous_scale=px.colors.sequential.PuRd)
fig2["layout"].pop("updatemenus")
fig3 = px.choropleth(df, locations=df['state_codes'],
color=df['symptom:Infection'],
hover_name=df['symptom:Infection'],
locationmode = 'USA-states',
animation_frame=df['date_by_week'],
title = "'Infection' Google Search Frequency in USA",
scope = "usa",
color_continuous_scale=px.colors.sequential.PuRd)
fig3["layout"].pop("updatemenus")
fig4 = px.choropleth(df, locations=df['state_codes'],
color=df['symptom:Pain'],
hover_name=df['symptom:Pain'],
locationmode = 'USA-states',
animation_frame=df['date_by_week'],
title = "'Pain' Google Search Frequency in USA",
scope = "usa",
color_continuous_scale=px.colors.sequential.PuRd)
fig4["layout"].pop("updatemenus")
fig.show()
fig2.show()
fig3.show()
fig4.show()
['symptom:Allergy', 'symptom:Common cold', 'symptom:Infection', 'symptom:Pain', 'hospitalized_new']
symptom:Allergy symptom:Common cold \
open_covid_region_code date
US-AL 2020-01-06 13.21 17.57
2020-01-13 13.23 16.60
2020-01-20 14.25 25.14
2020-01-27 14.19 34.74
2020-02-03 14.14 27.79
symptom:Infection symptom:Pain \
open_covid_region_code date
US-AL 2020-01-06 34.56 50.77
2020-01-13 32.22 51.78
2020-01-20 37.92 51.88
2020-01-27 46.26 50.98
2020-02-03 38.45 50.07
hospitalized_new state_codes date_by_week
open_covid_region_code date
US-AL 2020-01-06 NaN AL 2020-01-06
2020-01-13 NaN AL 2020-01-13
2020-01-20 NaN AL 2020-01-20
2020-01-27 NaN AL 2020-01-27
2020-02-03 NaN AL 2020-02-03